Reinforcement Learning

Exponential Family Model-Based Reinforcement Learning via Score Matching NeurIPS 2022 Factored Adaptation for Non-Stationary Reinforcement Learning NeurIPS 2022 Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward ICLR 2022 Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games ACL 2022 Generalisation in Lifelong Reinforcement Learning through Logical Composition ICLR 2022 Generative Planning for Temporally Coordinated Exploration in Reinforcement Learning ICLR 2022 Giving Feedback on Interactive Student Programs with Meta-Exploration NeurIPS 2022 Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games ICLR 2022 Globally Convergent Policy Search for Output Estimation NeurIPS 2022 Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes AAAI 2022 Goal-Directed Planning via Hindsight Experience Replay ICLR 2022 Gradient Importance Learning for Incomplete Observations ICLR 2022 GriddlyJS: A Web IDE for Reinforcement Learning NeurIPS 2022 Grounded Reinforcement Learning: Learning to Win the Game under Human Commands NeurIPS 2022 Hindsight Foresight Relabeling for Meta-Reinforcement Learning ICLR 2022 HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning AAAI 2022 How Private Is Your RL Policy? An Inverse RL Based Analysis Framework AAAI 2022 How to Reduce Action Space for Planning Domains? (Student Abstract) AAAI 2022 Human-AI Shared Control via Policy Dissection NeurIPS 2022 HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation ICLR 2022 iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control AAAI 2022 Imitation Learning by Reinforcement Learning ICLR 2022 Improving Intrinsic Exploration with Language Abstractions NeurIPS 2022 Improving Policy Learning via Language Dynamics Distillation NeurIPS 2022 Inherently Explainable Reinforcement Learning in Natural Language NeurIPS 2022