EUREKA: Automated Compensation Design With LLM EUREKA: Automated Compensation Design With LLM 04/12/2023 RLHF
Diffusion Policy : Diffusion Models For Robots! When Robots Can Make Pizza! Diffusion Policy : Diffusion Models For Robots! When Robots Can Make Pizza! 06/11/2023 Diffusion Model
Implicit Behaviral Cloning : A New Formulation Of Imitation Learning! Robot Complex Behavior! Implicit Behaviral Cloning : A New Formulation Of Imitation Learning! Robot Complex Behavior! 30/10/2023 Robot
Can Wikipedia Assist Offline Reinforcement Learning? Introducing Pre-training In Language Tasks To Offline Reinforcement Learning! Can Wikipedia Assist Offline Reinforcement Learning? Introducing Pre-training In Language Tasks To O ... 11/10/2023 Offline Reinforcement Learning
I Would Like To Run Decision Transformer In A Stochastic Environment As Well! I Would Like To Run Decision Transformer In A Stochastic Environment As Well! 05/10/2023 RvS
Jump-Start RL: Streamlines Search By "guiding" With Pre-learned Strategies! Jump-Start RL: Streamlines Search By "guiding" With Pre-learned Strategies! 05/10/2023 Offline Pre-Training And Online Finetuning
Cal-QL: Offline Reinforcement Learning Specialized For Prior Learning, For Efficient Online Fine Tuning Cal-QL: Offline Reinforcement Learning Specialized For Prior Learning, For Efficient Online Fine Tun ... 28/09/2023 Offline Reinforcement Learning
GLAM: LLM As A Reinforcement Learning Agent GLAM: LLM As A Reinforcement Learning Agent 19/09/2023 Large Language Models
Success In Generating Various Robot Motions With LLM Success In Generating Various Robot Motions With LLM 11/09/2023 Large Language Models
RLHF: How To Train Reinforcement Learning Agents Using Human Evaluation RLHF: How To Train Reinforcement Learning Agents Using Human Evaluation 01/09/2023 Alignment
Autonomous Drone-controlled Reforestation Approach Using MA Reinforcement Learning Autonomous Drone-controlled Reforestation Approach Using MA Reinforcement Learning 23/05/2023 Reinforcement Learning
DeepFoids: Simulation Of Fish School Behavior Using Deep Reinforcement Learning DeepFoids: Simulation Of Fish School Behavior Using Deep Reinforcement Learning 01/05/2023 Reinforcement Learning
RT-1 Robot Learning System Operated From Images And Natural Language RT-1 Robot Learning System Operated From Images And Natural Language 27/04/2023 Robot
GAIA, A Transition Learning System That Can Handle Any Downstream Task GAIA, A Transition Learning System That Can Handle Any Downstream Task 08/12/2022 Transfer Learning
Time Series Anomaly Detection With Model Selection By Reinforcement Learning Time Series Anomaly Detection With Model Selection By Reinforcement Learning 10/11/2022 Time-series
Multi-agent Reinforcement Learning Algorithm That Can Handle Increasing Or Decreasing Number Of Agents Multi-agent Reinforcement Learning Algorithm That Can Handle Increasing Or Decreasing Number Of Agen ... 07/10/2022 Reinforcement Learning
DayDreamer: Dreamer Is Finally An Actual Robot! DayDreamer: Dreamer Is Finally An Actual Robot! 25/08/2022 Robotics
A New Explainable Artist Recommendation System Combining Knowledge Graphs And Reinforcement Learning A New Explainable Artist Recommendation System Combining Knowledge Graphs And Reinforcement Learning 18/08/2022 Recommendation