Archive

2024  101

December  8

Pallagani Plansformer Generating Plans 2023

December 24, 2024 · 4 min · 701 words · Sukai Huang

Posts

December 24, 2024 · 0 min · Sukai Huang

June  14

Damai Dai Deepseekmoe 2024

June 22, 2024 · 3 min · 582 words · Sukai Huang

Jessy Lin Learning to Model the World With Language 2024

June 21, 2024 · 2 min · 381 words · Sukai Huang

Verification in Llm Topic 2024

June 20, 2024 · 1 min · 110 words · Sukai Huang

Jiuzhou Reward Engineering for Generating Semi Structured Explan 2023

June 20, 2024 · 1 min · 162 words · Sukai Huang

Jiuzhou Towards Uncertainty Aware Lang Agent 2024

June 20, 2024 · 2 min · 295 words · Sukai Huang

May  8

Silviu Pitis Failure Modes of Learning Reward Models for Sequence Model 2023

May 10, 2024 · 2 min · 312 words · Sukai Huang

Gaurav Ghosal the Effect of Modeling Human Rationality Level 2023

May 10, 2024 · 2 min · 312 words · Sukai Huang

Nate Rahn Policy Optimization in Noisy Neighbourhood 2023

May 10, 2024 · 3 min · 510 words · Sukai Huang

Ademi Adeniji Language Reward Modulation for Pretraining Rl 2023

May 9, 2024 · 2 min · 338 words · Sukai Huang

Thomas Coste Reward Model Ensembles Help Mitigate Overoptimization 2024

May 9, 2024 · 1 min · 205 words · Sukai Huang

Mengdi Li Internally Rewarded Rl 2023

May 8, 2024 · 4 min · 682 words · Sukai Huang

April  13

Xuran Pan on the Integration of Self Attention and Convolution 2022

April 25, 2024 · 1 min · 147 words · Sukai Huang

Recent Language Model Technique 2024

April 25, 2024 · 2 min · 332 words · Sukai Huang

Thomas Carta Grounding Llms in Rl 2023

April 23, 2024 · 2 min · 242 words · Sukai Huang

Daniel Hierarchies of Reward Machines 2023

April 12, 2024 · 5 min · 965 words · Sukai Huang

Shanchuan Efficient N Robust Exploration Through Discriminative Ir 2023

April 12, 2024 · 9 min · 1795 words · Sukai Huang

How to Autostart Apps on Your Server

April 12, 2024 · 6 min · 1109 words · Sukai Huang

Programming-Notes

April 12, 2024 · 0 min · Sukai Huang

Discover Hierarchical Achieve in Rl via Cl 2023

April 2, 2024 · 5 min · 1047 words · Sukai Huang

March  1

Using Kedro And Optuna for Your Project

March 27, 2024 · 4 min · 641 words · Sukai Huang

February  8

Jia Li Structured Cot Prompting for Code Generation 2023

February 28, 2024 · 2 min · 381 words · Sukai Huang

Stephanie Teaching Models to Express Their Uncertainty in Words 2022

February 28, 2024 · 2 min · 327 words · Sukai Huang

Gwenyth Estimating Confidence of Llm by Prompt Agreement 2023

February 27, 2024 · 2 min · 393 words · Sukai Huang

Sudhir Agarwal Translate Infer Compile for Accurate Text to Plan 2024

February 17, 2024 · 3 min · 639 words · Sukai Huang

How to Design Your Research Project Structure

February 2, 2024 · 2 min · 237 words · Sukai Huang

January  49

Philip Cohen Intention Is Choice With Commitment 1990

January 30, 2024 · 4 min · 752 words · Sukai Huang

Christian Muise Planning for Goal Oriented Dialgue Systems 2019

January 30, 2024 · 2 min · 416 words · Sukai Huang

Vishal Pallagani Llm N Planning Survey 2024

January 29, 2024 · 3 min · 546 words · Sukai Huang

Ishika Singh Progprompt Program Generation for Robot Task Planning 2023

January 29, 2024 · 1 min · 101 words · Sukai Huang

Avichai Levy Understanding Natural Language in Context 2023

January 29, 2024 · 3 min · 477 words · Sukai Huang

Mingyu Jin the Impact of Reasoning Steps Length on Llm 2024

January 29, 2024 · 3 min · 568 words · Sukai Huang

Weak-To-Strong-Generalization: Eliciting Strong Capabilities with Weak Supervision

January 29, 2024 · 2 min · 377 words · Sukai Huang

Ziwei Xu Hallucination Is Inevitable an Innate Limitation Llm 2024

January 28, 2024 · 3 min · 543 words · Sukai Huang

Zhiwei He Improving Machine Translation Use Quality Estimation as a Reward Model 2024

January 28, 2024 · 2 min · 285 words · Sukai Huang

Krishan Rana Sayplan Grounding Llm for Scalable Task Planning 2023

January 28, 2024 · 2 min · 388 words · Sukai Huang

Luigi Bonassi Planning With Qualitative Constraints Pddl3 2022

January 28, 2024 · 1 min · 125 words · Sukai Huang

Parsa Mahmoudieh Zero Shot Reward Specification via Grounded Natural Language 2022

January 28, 2024 · 3 min · 538 words · Sukai Huang

Allen Z Ren Robots That Ask for Help Uncertainty Alignment 2023

January 26, 2024 · 3 min · 510 words · Sukai Huang

Marta Skreta Replan Robotic Replanning 2024

January 25, 2024 · 2 min · 261 words · Sukai Huang

Binghai Wang Secrets of Rlhf Reward Modelling 2024

January 24, 2024 · 1 min · 144 words · Sukai Huang

Rui Zheng Secrets of Rlhf in Llm Part Ppo 2023

January 22, 2024 · 3 min · 465 words · Sukai Huang

Zhiting Hu Language Agent and World Models 2023

January 22, 2024 · 4 min · 749 words · Sukai Huang

React Js Development 2024

January 21, 2024 · 1 min · 140 words · Sukai Huang

Gautier Dagan Dynamic Planning With a Llm 2023

January 21, 2024 · 2 min · 384 words · Sukai Huang

Jun Wang Conformal Temporal Logic Planning Using Llm 2023

January 21, 2024 · 2 min · 357 words · Sukai Huang

Python and Os Utils 2024

January 18, 2024 · 2 min · 325 words · Sukai Huang

Gerevini Plan Constraints and Preferences in Pddl3 2005

January 11, 2024 · 1 min · 122 words · Sukai Huang

Nir Lipo Planning With Perspectives Using Functional Strips 2022

January 11, 2024 · 2 min · 267 words · Sukai Huang

2023  132

December  1

Python Logger

December 4, 2023 · 3 min · 496 words · Sukai Huang

November  4

Alex_coulter Theory Alignment via a Classical Encoding of Regular Bismulation 2022

November 29, 2023 · 6 min · 1083 words · Sukai Huang

Pascal Bercher Detecting Ai Planning Modelling Mistakes Potential Errors and Benchmark Domains 2023

November 13, 2023 · 2 min · 408 words · Sukai Huang

October  8

Yecheng Jason Ma Eureka Human Level Reward Design via Coding Large Language Models 2023

October 27, 2023 · 6 min · 1163 words · Sukai Huang

Mark Chen Evaluating Large Language Models Trained on Code 2021

October 16, 2023 · 2 min · 298 words · Sukai Huang

Baptiste Roziere Code Llama Open Foundation Model for Code 2023

October 16, 2023 · 2 min · 284 words · Sukai Huang

Haotian Liu Improved Baselines With Visual Instruction Tuning 2023

October 8, 2023 · 2 min · 240 words · Sukai Huang

Christabel Wayllace Goal Recognition Design With Stochastic Agent Action Outcomes 2016

October 6, 2023 · 1 min · 191 words · Sukai Huang

September  6

Alba Gragera Pddl Domain Repair Fixing Domains With Incomplete Action Effects 2023

September 20, 2023 · 1 min · 153 words · Sukai Huang

Alba Gragera Exploring the Limitations of Using LLMs to Fix Planning Tasks 2023

September 20, 2023 · 2 min · 403 words · Sukai Huang

Tathagata Chakraborti Plan Explanations as Model Reconciliation 2017

September 19, 2023 · 3 min · 630 words · Sukai Huang

Vishal Pallagani Plansformer Tool Demonstrating Generation of Symbolic Plans Using Transformers 2023

September 16, 2023 · 1 min · 105 words · Sukai Huang

August  7

Junnan_li Blip2 Boostrapping Language Image Pretraining 2023

August 28, 2023 · 2 min · 327 words · Sukai Huang

Peng_gao Llama Adapter V2 2023

August 28, 2023 · 2 min · 246 words · Sukai Huang

Langchain Use Cases 2023

August 26, 2023 · 4 min · 700 words · Sukai Huang

Rodrigo Reward Machines Exploiting Reward Function Structure in Rl 2022

August 17, 2023 · 2 min · 321 words · Sukai Huang

Rodrigo Using Reward Machines for High Level Task Specification and Decomposition in Rl 2018

August 17, 2023 · 2 min · 360 words · Sukai Huang

July  10

Pytorch Multiprocessing 2023

July 18, 2023 · 1 min · 93 words · Sukai Huang

Remote Server, Tmux and Joshuto 2023

July 16, 2023 · 3 min · 557 words · Sukai Huang

05 Jul – 31 Jul, 2023

July 5, 2023 · 7 min · Sukai Huang

Weekly-Reports

July 5, 2023 · 0 min · Sukai Huang

William_berrios Towards Language Models That Can See 2023

July 3, 2023 · 1 min · 152 words · Sukai Huang

Lionel_wong From Word Models to World Models 2023

July 2, 2023 · 3 min · 460 words · Sukai Huang

Jianning_wang Boosting Language Models Reasoning With Chain of Knowledge Prompting 2023

July 2, 2023 · 2 min · 264 words · Sukai Huang

June  7

26 Jun – 30 Jun, 2023

June 26, 2023 · 20 min · Sukai Huang

Undetected Chromedriver Use Case

June 22, 2023 · 10 min · 2086 words · Sukai Huang

Web Scrawler Using Selenium 2023

June 22, 2023 · 4 min · 813 words · Sukai Huang

Xpath-cheatsheet

June 22, 2023 · 1 min · 7 words · Sukai Huang

07 Jun – 14 Jun, 2023

June 7, 2023 · 2 min · Sukai Huang

Lin_guan Leveraging Pretrained Llm to Construct and Utilise World Models for Model Based Task Planning 2023

June 4, 2023 · 3 min · 499 words · Sukai Huang

May  21

01 Jun – 06 Jun, 2023

May 29, 2023 · 10 min · Sukai Huang

Python Module and Package Management 2023

May 28, 2023 · 5 min · 1024 words · Sukai Huang

Dharma_kc Neural Machine Translation for Code Generation 2023

May 28, 2023 · 1 min · 181 words · Sukai Huang

Jiannan_xiang Language Models Meet World Models 2023

May 26, 2023 · 2 min · 357 words · Sukai Huang

Ryan_yang PG3 Policy Guided Planning for Generalised Policy Generation 2022

May 24, 2023 · 2 min · 304 words · Sukai Huang

Shunyu_yao Tree of Thoughts 2023

May 24, 2023 · 1 min · 104 words · Sukai Huang

Tom_silver Generalised Planning in PDDL Domains With Pretrained Large Language Models 2023

May 23, 2023 · 3 min · 551 words · Sukai Huang

Yongliang Hugginggpt 2023

May 23, 2023 · 2 min · 288 words · Sukai Huang

Yaqi_xie Translating Natural Language to Planning Goals With Llm 2023

May 22, 2023 · 1 min · 142 words · Sukai Huang

Bo_liu Llmp Empowering Large Language Models With Optimal Planning Proficiency 2023

May 22, 2023 · 2 min · 251 words · Sukai Huang

Siyu_yuan Distilling Script Knowledge From Large Language Models for Constrainted Language Planning 2023

May 22, 2023 · 2 min · 304 words · Sukai Huang

Junnan_li BLIP Bootstrapping Language Image Pre Training for Unified Vision Language Understanding and Generation 2022

May 22, 2023 · 2 min · 240 words · Sukai Huang

Harsh_jhamtani Natural Language Decomposition and Interpretation of Complex Utterances 2023

May 22, 2023 · 10 min · 2088 words · Sukai Huang

Alexander_kirillov Segment Anything 2023

May 21, 2023 · 2 min · 356 words · Sukai Huang

Rohit_gridhar Imagebind One Embedding Space to Bind Them All 2023

May 15, 2023 · 2 min · 235 words · Sukai Huang

15 May – 21 May, 2023

May 15, 2023 · 14 min · Sukai Huang

April  11

10 Apr – 16 Apr, 2023

April 12, 2023 · 1 min · Sukai Huang

Qinghao_hitea Hierarchical Temporal Aware Video Language Pre Training 2022

April 6, 2023 · 2 min · 411 words · Sukai Huang

Jacob_andreas Guiding Pretraining in Reinforcement Learning With Llms 2023

April 5, 2023 · 2 min · 298 words · Sukai Huang

Luke_zettlemoyer Scaling Expert Language Models With Unsupervised Domain Discovery 2023

April 3, 2023 · 1 min · 161 words · Sukai Huang

Xuanting_chen How Robust Is GPT 3.5 to Predecessors a Comprehensive Study on Language Understanding Tasks

April 3, 2023 · 2 min · 409 words · Sukai Huang

Anthony_liu a Picture Is Worth a Thousand Words Language Models Plan From Pixels 2023

April 3, 2023 · 2 min · 359 words · Sukai Huang

March  33

Wenlong_huang Grounded Decoding Guiding Text Generation With Grounded Models for Robot Control 2023

March 30, 2023 · 2 min · 229 words · Sukai Huang

Mariana_learning Generative Models With Goal Conditioned Reinforcement Learning 2023

March 30, 2023 · 2 min · 325 words · Sukai Huang

Itsugun_cho Deep Rl With Hierarchical Action Exploration for Dialogue Generation 2023

March 30, 2023 · 2 min · 358 words · Sukai Huang

Theodore_r_sumers How to Talk So Ai Will Learn 2022

March 15, 2023 · 3 min · 591 words · Sukai Huang

12 Mar – 18 Mar, 2023

March 10, 2023 · 6 min · Sukai Huang

Cheng_chi Diffusion Policy Visuomotor Policy Learning via Action Diffusion 2023

March 9, 2023 · 1 min · 205 words · Sukai Huang

Alan_lindsay Framer Planning Models From Natural Language Action Descriptions 2017

March 9, 2023 · 3 min · 482 words · Sukai Huang

01 Mar – 11 Mar, 2023

March 6, 2023 · 8 min · Sukai Huang

Siddharth_karamcheti Language Driven Representation Learning for Robotics 2023

March 3, 2023 · 3 min · 463 words · Sukai Huang

Tatsuki_kuribayashi Does Vision Accelerate Hierarchical Generalisation of Neural Language Learners 2023

March 3, 2023 · 1 min · 111 words · Sukai Huang

Jing_cheng_pang Natural Language Conditioned Reinforcement Learning With Inside Out Task Language Development and Translation 2023

March 3, 2023 · 1 min · 173 words · Sukai Huang

Suvaansh_bhambri Multi Level Compositional Reasoning for Interactive Instruction Following 2023

March 3, 2023 · 1 min · 144 words · Sukai Huang

Tianjun_zhang the Wisdom of Hindsight Makes Language Models Better Instruction Followers 2023

March 2, 2023 · 3 min · 427 words · Sukai Huang

Ying_shen Learning by Asking for Embodied Visual Navigation and Task Completion 2023

March 2, 2023 · 2 min · 411 words · Sukai Huang

Ernest_davis Benchmarks for Automated Commonsense Reasoning a Survey 2023

March 2, 2023 · 3 min · 573 words · Sukai Huang

Alexander_nikulin Anti Exploration by Random Network Distillation 2023

March 1, 2023 · 2 min · 359 words · Sukai Huang

Edoardo_cetin Learning Pessimism for Reinforcement Learning 2023

March 1, 2023 · 2 min · 222 words · Sukai Huang

Timo_schick Toolformer Language Models Can Teach Themselves to Use Tools 2023

March 1, 2023 · 3 min · 486 words · Sukai Huang

Almog_gueta Knowledge Is a Region in Weight Space for Fine Tuned Language Model 2023

March 1, 2023 · 3 min · 548 words · Sukai Huang

February  19

12 Feb – 28 Feb, 2023

February 12, 2023 · 4 min · Sukai Huang

Xiwen_liang Contrastive Instruction Trajectory Learning for Vision Language Navigation 2022

February 10, 2023 · 2 min · 360 words · Sukai Huang

Jacob_andreas Lammp Language Models as Probabilistic Priors for Perception and Action 2023

February 10, 2023 · 2 min · 267 words · Sukai Huang

Zhuosheng_zhang Multimodal Chain of Thought Reasoning in Language Models 2023

February 8, 2023 · 3 min · 548 words · Sukai Huang

Siyuan_wang Unifying Structure Reasoning and Language Model Pre Training for Complex Reasoning 2023

February 8, 2023 · 2 min · 281 words · Sukai Huang

Ekin_akyurek Towards Tracing Factual Knowledge in Language Models Back to the Training Data 2022

February 8, 2023 · 2 min · 363 words · Sukai Huang

Danijar_hafner Mastering Diverse Domains Through World Models 2023

February 7, 2023 · 2 min · 291 words · Sukai Huang

Yuanhan_zhang What Makes Good Examples for Visual in Context Learning 2023

February 6, 2023 · 3 min · 427 words · Sukai Huang

Jing_yu_koh Grounding Language Models to Images for Multimodal Generation 2023

February 6, 2023 · 2 min · 239 words · Sukai Huang

Zhenfang_chen See Think Confirm Interactive Prompting Between Vision and Language Models for Knowledge Based Visual Reasoning 2023

February 6, 2023 · 2 min · 405 words · Sukai Huang

Xiaotian_liu a Planning Based Neural Symbolic Approach for Embodied Instruction Following 2022

February 2, 2023 · 2 min · 226 words · Sukai Huang

So_yeon_min Film Following Instructions in Language With Modular Methods 2022

February 1, 2023 · 3 min · 430 words · Sukai Huang

Yuki_inoue Prompter Utilizing Large Language Model Prompting for a Data Efficient Embodied Instruction Following 2022

February 1, 2023 · 3 min · 526 words · Sukai Huang

January  5

Kyle_mahowald Dissociating Language and Thought in Large Language Models a Cognitive Perspective 2023

January 31, 2023 · 4 min · 776 words · Sukai Huang

Michael_janner Planning With Diffusion for Flexible Behaviour Synthesis 2022

January 30, 2023 · 2 min · 317 words · Sukai Huang

01 Feb – 11 Feb, 2023

January 29, 2023 · 7 min · Sukai Huang

Shailaja_keyur_sampat Reasoning About Actions Over Visual and Linguistic Modalities a Survey 2022

January 20, 2023 · 3 min · 524 words · Sukai Huang

Xin_wang Reinforced Cross Modal Matching and Self Supervised Imitation Learning for Vision Language Navigation 2019

January 18, 2023 · 1 min · 195 words · Sukai Huang

2022  147

December  35

Alekh_agarwal PC-PG Policy Cover Directed Exploration for Provable Policy Gradient Learning 2020

December 28, 2022 · 2 min · 271 words · Sukai Huang

Alekh_agarwal on the Theory of Policy Gradient Methods Optimality Approximation and Distribution Shift 2020

December 28, 2022 · 3 min · 557 words · Sukai Huang

Chloe_ching_yun_hsu Revisiting Design Choices in Proximal Policy Optimisation 2020

December 28, 2022 · 3 min · 467 words · Sukai Huang

James_queeney Generalized Proximal Policy Optimisation With Sample Reuse 2021

December 28, 2022 · 5 min · 1033 words · Sukai Huang

Lun_wang Backdoorl Backdoor Attack Against Competitive Reinforcement Learning 2021

December 28, 2022 · 1 min · 202 words · Sukai Huang

Sandy_huang Adversarial Attacks on Neural Network Policies 2017

December 28, 2022 · 2 min · 346 words · Sukai Huang

Yinglun_xu Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning 2022

December 27, 2022 · 2 min · 302 words · Sukai Huang

Young_wu Reward Poisoning Attacks on Offline Multi Agent Reinforcement Learning 2022

December 27, 2022 · 1 min · 146 words · Sukai Huang

Xuezhou_zhang Robust Policy Gradient Against Strong Data Corruption 2021

December 27, 2022 · 2 min · 317 words · Sukai Huang

Kiarash_banihashem Defense Against Reward Poisoning Attacks in Reinforcement Learning 2021

December 27, 2022 · 2 min · 303 words · Sukai Huang

Amin_rakhsha Reward Poisoning in Reinforcement Learning Attacks Against Unknown Learners in Unknown Environments 2021

December 27, 2022 · 2 min · 233 words · Sukai Huang

Xuezhou_zhang Adaptive Reward Poisoning Attacks Against Reinforcement Learning 2020

December 27, 2022 · 2 min · 283 words · Sukai Huang

Anindya_sarkar Reward Delay Attacks on Deep Reinforcement Learning 2022

December 26, 2022 · 2 min · 374 words · Sukai Huang

Proximal Policy Optimisation Explained Blog

December 26, 2022 · 1 min · 196 words · Sukai Huang

Tom_everitt Reinforcement Learning With a Corrupted Reward Channel 2017

December 26, 2022 · 4 min · 757 words · Sukai Huang

Yunhan_huang Manipulating Reinforcement Learning Stealthy Attacks on Cost Signals 2020

December 25, 2022 · 2 min · 336 words · Sukai Huang

Vincent_zhuang No Regret Reinforcement Learning With Heavy Tailed Rewards 2021

December 25, 2022 · 2 min · 225 words · Sukai Huang

Wenshuai_zhao Towards Closing the Sim to Real Gap in Collaborative Multi Robot Deep Reinforcement Learning 2020

December 25, 2022 · 2 min · 365 words · Sukai Huang

Jan_corazza Reinforcement Learning With Stochastic Reward Machines 2022

December 24, 2022 · 3 min · 465 words · Sukai Huang

Oguzhan_dogru Reinforcement Learning With Constrained Uncertain Reward Function Through Particle Filtering 2022

December 24, 2022 · 2 min · 297 words · Sukai Huang

Inaam_ilahi Challenges and Countermeasures for Adversarial Attacks on Reinforcement Learning 2022

December 24, 2022 · 3 min · 517 words · Sukai Huang

Zuxin_liu on the Robustness of Safe Reinforcement Learning Under Observational Perturbations 2022

December 22, 2022 · 3 min · 532 words · Sukai Huang

Ruben_majadas Disturbing Reinforcement Learning Agents With Corrupted Rewards 2021

December 17, 2022 · 2 min · 383 words · Sukai Huang

Jingkang_wang Reinforcement Learning With Perturbed Rewards 2020

December 16, 2022 · 2 min · 402 words · Sukai Huang

1 Dec – 31 Dec, 2022

December 16, 2022 · 7 min · Sukai Huang

Jacob_andreas Language Models as Agent Models 2022

December 10, 2022 · 3 min · 639 words · Sukai Huang

November  10

Charlie_snell Context Aware Language Modeling for Goal Oriented Dialogue Systems 2022

November 20, 2022 · 3 min · 489 words · Sukai Huang

Sanchit_agarwal Building Goal Oriented Dialogue Systems With Situated Visual Context 2021

November 20, 2022 · 1 min · 211 words · Sukai Huang

Yichi_zhang Danli Deliberative Agent for Following Natural Language Instructions 2022

November 20, 2022 · 2 min · 343 words · Sukai Huang

Xiang_li Diffusion-LM Improves Controllable Text Generation 2022

November 14, 2022 · 1 min · 104 words · Sukai Huang

Consider incremental publication of results Nov, 2022

November 13, 2022 · 7 min · Sukai Huang

Jie_huang Can Language Models Be Specific How 2022

November 8, 2022 · 3 min · 429 words · Sukai Huang

01 Nov – 30 Nov, 2022

November 2, 2022 · 12 min · Sukai Huang

October  10

Yizhou_zhao Semantic Aligned Fusion Transformer for One Shot Object Detection 2022

October 24, 2022 · 1 min · 67 words · Sukai Huang

Ting_i_hsieh One Shot Object Detection With Co Attention and Co Excitation 2019

October 24, 2022 · 1 min · 158 words · Sukai Huang

Ayan_kumar_bhunia a Deep One Shot Network for Query Based Logo Retrieval 2019

October 24, 2022 · 2 min · 258 words · Sukai Huang

Yuetian_weng an Efficient Spatio Temporal Pyramid Transformer for Action Detection 2022

October 20, 2022 · 4 min · 649 words · Sukai Huang

Steven_kapturowski Human Level Atari 200x Faster 2022

October 5, 2022 · 2 min · 357 words · Sukai Huang

Andrea_banino Coberl Contrastive Bert for Reinforcement Learning 2022

October 5, 2022 · 2 min · 258 words · Sukai Huang

01 Oct – 31 Oct, 2022

October 5, 2022 · 8 min · Sukai Huang

September  8

Alex_petrekno Sample Factory Asynchronous Rl at Very High Fps 2020

September 25, 2022 · 1 min · 154 words · Sukai Huang

Jonathan_ho Video Diffusion Models 2022

September 22, 2022 · 3 min · 471 words · Sukai Huang

Dongwon Fire Burns Sword Cuts Commonsense Inductive Bias for Exploration in Text Based Games 2022

September 22, 2022 · 2 min · 276 words · Sukai Huang

Wenlong_huang Language Models as Zero Shot Planners Extracting Actionable Knowledge for Embodied Agents 2022

September 19, 2022 · 2 min · 253 words · Sukai Huang

Pengchuan_zhang Vinvl Revisiting Visual Representations in Vision Language Models 2021

September 3, 2022 · 2 min · 332 words · Sukai Huang

Xiujun_li Oscar Object Semantic Aligned Pro Training for Vision Language Tasks 2020

September 3, 2022 · 3 min · 462 words · Sukai Huang

01 Sep – 30 Sep, 2022

September 3, 2022 · 6 min · Sukai Huang

August  11

Yung_sung_chuang Diffcse Difference Based Contrastive Learning for Sentence Embeddings 2022

August 27, 2022 · 2 min · 351 words · Sukai Huang

Gregor_geigle Retrieve Fast Rerank Smart Cooperative and Joint Approaches for Improved Cross Modal Retrieval 2022

August 27, 2022 · 3 min · 453 words · Sukai Huang

Kaitao_song Mpnet Masked and Permuted Retrain for Language Understanding 2020

August 25, 2022 · 2 min · 378 words · Sukai Huang

Sergios_karagiannakos Vision Language Models Towards Multimodal Dl 2022

August 9, 2022 · 1 min · 24 words · Sukai Huang

Jiali_duan Multimodal Alignment Using Representation Codebook 2022

August 9, 2022 · 3 min · 513 words · Sukai Huang

07 Aug – 31 Aug, 2022

August 8, 2022 · 5 min · Sukai Huang

A preliminary idea about using instruction following as a intermediate training step towards a general learning-based agent

August 7, 2022 · 5 min · Sukai Huang

Supplementary explanations for proposed methods and PhD thesis structure

August 4, 2022 · 11 min · Sukai Huang

July  1

Younggyo_seo Masked World Models for Visual Control 2022

July 1, 2022 · 2 min · 227 words · Sukai Huang

June  5

19 Jun – 25 Jun, 2022

June 19, 2022 · 2 min · Sukai Huang

12 Jun – 18 Jun, 2022

June 9, 2022 · 3 min · Sukai Huang

05 Jun – 11 Jun, 2022

June 2, 2022 · 13 min · Sukai Huang

A Brief Overview of Rank Based Prioritized Experience Replay 2016

June 2, 2022 · 2 min · 365 words · Sukai Huang

May  6

Biography

May 31, 2022 · 1 min · Sukai Huang

29 May – 04 Jun, 2022

May 30, 2022 · 3 min · Sukai Huang

22 May – 28 May, 2022

May 25, 2022 · 6 min · Sukai Huang

15 May – 21 May, 2022

May 18, 2022 · 8 min · Sukai Huang

Deepmind Flamingo a Visual Language Model for Few Shot Learning 2022

May 11, 2022 · 3 min · Sukai Huang

April  8

Angela_fan Augmenting Transformer With Knn Composite Memory for Dialog 2021

April 21, 2022 · 3 min · Sukai Huang

17 April – 23 April, 2022

April 18, 2022 · 1 min · Sukai Huang

Hao_hu Generalisable Episodic Memory for Drl 2021

April 7, 2022 · 2 min · Sukai Huang

03 April – 09 April, 2022

April 5, 2022 · 3 min · Sukai Huang

March  23

Ilya_kostrikov Offline Rl With Implicit Q Learning 2021

March 22, 2022 · 4 min · Sukai Huang

Qinqing_zheng Online Decision Transformer 2022

March 21, 2022 · 4 min · Sukai Huang

Sebastian_borgeaud Improving Language Models by Retrieving From Trillions of Tokens 2022

March 21, 2022 · 2 min · Sukai Huang

20 March – 2 April, 2022

March 21, 2022 · 8 min · Sukai Huang

Machel_reid Can Wikipedia Help Offline Rl 2022

March 16, 2022 · 2 min · Sukai Huang

Stephen_cresswell Generalised Domain Model Acquisition From Action Traces 2013

March 15, 2022 · 2 min · Sukai Huang

Wenfeng_feng Extracting Action Sequences From Texts by Rl

March 15, 2022 · 1 min · Sukai Huang

Shivam_miglani Nltopddl Learning From Nlp Manuals 2020

March 14, 2022 · 2 min · Sukai Huang

13 March – 19 March, 2022

March 14, 2022 · 4 min · Sukai Huang

Linear Temporal Logic

March 10, 2022 · 1 min · Sukai Huang

Giuseppe_de_giacomo Foundations for Retraining Bolts Rl With Ltl 2019

March 4, 2022 · 2 min · Sukai Huang

Joseph_kim Collaborative Planning With Encoding of High Level Strategies 2017

March 4, 2022 · 2 min · Sukai Huang

Mikayel_samvelyan Minihack the Planet a Sandbox for Open Ended Rl Research 2021

March 4, 2022 · 3 min · Sukai Huang

06 March – 12 March 2022

March 4, 2022 · 5 min · Sukai Huang

Richard_shin Constrained Language Models Yield Few Shot Semantic Parsers 2021

March 2, 2022 · 1 min · Sukai Huang

Heinrich_kuttler the Nethack Learning Environment 2020

March 2, 2022 · 3 min · Sukai Huang

Pashootan_vaezipoor Ltl2action Generalising Ltl Instructions for Multi Task Rl 2021

March 1, 2022 · 3 min · Sukai Huang

February  15

Roma_patel Learning to Ground Language Temporal Logical Form 2019

February 28, 2022 · 2 min · Sukai Huang

Thang_m_pham Out of Order How Important Is the Sequential Order of Words in a Sentence in Natural Language Understanding Tasks 2021

February 28, 2022 · 2 min · Sukai Huang

Anton_belyy Guided K Best Selection for Semantic Parsing Annotation 2021

February 23, 2022 · 3 min · Sukai Huang

20 February – 5 March, 2022

February 18, 2022 · 8 min · Sukai Huang

13 February – 19 February, 2022

February 16, 2022 · 1 min · Sukai Huang

S_teufel Argumentative Zoning 2000

February 16, 2022 · 2 min · Sukai Huang

Jacob_andreas Compositionality as Lexical Symmetry 2022

February 8, 2022 · 2 min · Sukai Huang

06 February – 12 February, 2022

February 6, 2022 · 2 min · Sukai Huang

January  15

23 January – 29 January, 2022

January 25, 2022 · 4 min · Sukai Huang

Pytorch Notes

January 19, 2022 · 2 min · Sukai Huang

16 January – 22 January, 2022

January 19, 2022 · 2 min · Sukai Huang

Tao_lei When Attention Meets Fast Recurrence Training Language Models With Reduced Compute 2021

January 14, 2022 · 1 min · Sukai Huang

Alex_nichol Glide Towards Photorealistic Image Generation and Editing With Text Guided Diffusion Models 2021

January 12, 2022 · 2 min · Sukai Huang

Junyang_lin M6 a Chinese Multimodal Pretrainer 2021

January 12, 2022 · 1 min · Sukai Huang

Swin Transformer

January 8, 2022 · 1 min · Sukai Huang

09 January – 15 January, 2022

January 7, 2022 · 3 min · Sukai Huang

Tianshi_cao Babyai Plus Plus Towards Grounded Language Learning Beyond Memorization 2020

January 3, 2022 · 1 min · Sukai Huang

Federico_bianchi Language in a Search Box Grounding Language Learning in Real World Human Machine Interaction 2021

January 3, 2022 · 1 min · Sukai Huang

02 January – 08 January, 2022

January 1, 2022 · 5 min · Sukai Huang

2021  41

December  34

Modular Reinforcement Learning Details

December 26, 2021 · 4 min · Sukai Huang

Lili_chen Decision Transformer Reinforcement Learning via Sequence Modeling 2021

December 24, 2021 · 2 min · Sukai Huang

Jiayuan_mao Grammar Based Grounded Lexicon Learning 2021

December 22, 2021 · 2 min · Sukai Huang

Julia_kiseleva Interactive Grounded Language Understanding in a Collaborative Environment 2021

December 22, 2021 · 2 min · Sukai Huang

19 December – 31 December, 2021

December 20, 2021 · 4 min · Sukai Huang

Dominik_drexler Expressing and Exploiting the Common Subgoal Structure of Classical Planning Domains Using Sketches 2021

December 17, 2021 · 3 min · Sukai Huang

12 DECEMBER – 18 DECEMBER, 2021 Supplementary Notes

December 16, 2021 · 5 min · Sukai Huang

Yiding_jiang Language as Abstraction for Hierarchical Deep Reinforcement Learning

December 15, 2021 · 3 min · Sukai Huang

Hengyuan_hu Hierarchical Decision Making by Generating and Following Natural Language Instructions 2019

December 15, 2021 · 2 min · Sukai Huang

David_ding Attention Over Learned Object Embeddings Enables Complex Visual Reasoning 2021

December 15, 2021 · 3 min · Sukai Huang

Jacob_andreas Modular Multitask Reinforcement Learning With Policy Sketches 2017

December 13, 2021 · 3 min · Sukai Huang

Research Guides

December 12, 2021 · 3 min · Sukai Huang

12 December – 18 December, 2021

December 10, 2021 · 12 min · Sukai Huang

Iglu Neurips 2021 Workshop

December 10, 2021 · 1 min · Sukai Huang

Interesting Tutorial Slides in Neurips 2021

December 8, 2021 · 1 min · Sukai Huang

Environment deployment Notes

December 6, 2021 · 4 min · Sukai Huang

Docker Notes

December 5, 2021 · 3 min · Sukai Huang

David_abel on the Expressivity of Markov Reward 2021

December 5, 2021 · 5 min · Sukai Huang

05 December – 11 December, 2021

December 5, 2021 · 6 min · Sukai Huang

Rishabh_agarwal Deep Reinforcement Learning at the Edge of the Stats Precipice 2021

December 3, 2021 · 3 min · Sukai Huang

November  7

Borja_ibarz Reward Learning From Human Preferences and Demonstrations in Atari 2018

November 27, 2021 · 2 min · Sukai Huang

Adrien_ecoffet Go Explore a New Approach for Hard Exploration Problems 2021 Paper Review

November 27, 2021 · 4 min · Sukai Huang

Tuomas_haarnoja Soft Actor Critic Off Policy Maximum Entropy Deep Reinforcement Learning With a Stochastic Actor 2018 Paper Review

November 18, 2021 · 1 min · Sukai Huang

Adria Badia Agent57 Outperforming the Atari Human Benchmark 2020 Paper Review

November 18, 2021 · 5 min · Sukai Huang

Stefan O Toole Width Based Lookaheads With Learnt Base Policies and Heuristics Over the Atari 2600 Benchmark 2021 Paper Reivew

November 16, 2021 · 4 min · Sukai Huang

Cristian Paul Bara Mindcraft Theory of Mind Modelling 2021 Paper Review

November 12, 2021 · 3 min · Sukai Huang