Reinforcement Learning

Guarantees for Self-Play in Multiplayer Games via Polymatrix Decomposability NeurIPS 2023 Guarded Policy Optimization with Imperfect Online Demonstrations ICLR 2023 Guide to Control: Offline Hierarchical Reinforcement Learning Using Subgoal Generation for Long-Horizon and Sparse-Reward Tasks IJCAI 2023 Guide Your Agent with Adaptive Multimodal Rewards NeurIPS 2023 Guiding Pretraining in Reinforcement Learning with Large Language Models ICML 2023 HACMan: Learning Hybrid Actor-Critic Maps for 6D Non-Prehensile Manipulation CoRL 2023 Hardness of Independent Learning and Sparse Equilibrium Computation in Markov Games ICML 2023 Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting ICLR 2023 Harnessing the Plug-and-Play Controller by Prompting EMNLP 2023 HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism AAAI 2023 HDVIO: Improving Localization and Disturbance Estimation with Hybrid Dynamics VIO RSS 2023 Help Me Heal: A Reinforced Polite and Empathetic Mental Health and Legal Counseling Dialogue System for Crime Victims AAAI 2023 Heuristic Search in Dual Space for Constrained Fixed-Horizon POMDPs with Durative Actions AAAI 2023 Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning NeurIPS 2023 Hierarchical Diffusion for Offline Decision Making ICML 2023 Hierarchical Imitation Learning with Vector Quantized Models ICML 2023 Hierarchical Mean-Field Deep Reinforcement Learning for Large-Scale Multiagent Systems AAAI 2023 Hierarchical Multi-Agent Skill Discovery NeurIPS 2023 Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs ICML 2023 Hierarchical State Abstraction based on Structural Information Principles IJCAI 2023 Hierarchies of Reward Machines ICML 2023 Hijacking Robot Teams Through Adversarial Communication CoRL 2023 H-InDex: Visual Reinforcement Learning with Hand-Informed Representations for Dexterous Manipulation NeurIPS 2023 Hindsight Learning for MDPs with Exogenous Inputs ICML 2023 Hindsight States: Blending Sim & Real Task Elements for Efficient Reinforcement Learning RSS 2023