Deep RL

Generative Decision Making Under Uncertainty AAAI 2023 GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023 Goal-Conditioned Generators of Deep Policies AAAI 2023 Goal-conditioned Offline Planning from Curious Exploration NeurIPS 2023 Goal-Conditioned Q-learning as Knowledge Distillation AAAI 2023 Go Beyond Imagination: Maximizing Episodic Reachability with World Models ICML 2023 Graph Reinforcement Learning for Network Control via Bi-Level Optimization ICML 2023 Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning ICML 2023 Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables AISTATS 2023 Guarded Policy Optimization with Imperfect Online Demonstrations ICLR 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 HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism AAAI 2023 Help Me Heal: A Reinforced Polite and Empathetic Mental Health and Legal Counseling Dialogue System for Crime Victims AAAI 2023 Hierarchical Mean-Field Deep Reinforcement Learning for Large-Scale Multiagent Systems AAAI 2023 Hindsight Learning for MDPs with Exogenous Inputs ICML 2023 Horizon-free Learning for Markov Decision Processes and Games: Stochastically Bounded Rewards and Improved Bounds ICML 2023 Human-Timescale Adaptation in an Open-Ended Task Space ICML 2023 Hybrid Policy Optimization from Imperfect Demonstrations NeurIPS 2023 Hyperbolic Deep Reinforcement Learning ICLR 2023 Hyper-Decision Transformer for Efficient Online Policy Adaptation ICLR 2023 Hyperparameters in Reinforcement Learning and How To Tune Them ICML 2023 Hyperparameter Tuning of an Off-Policy Reinforcement Learning Algorithm for H∞ Tracking Control L4DC 2023 Imitating Graph-Based Planning with Goal-Conditioned Policies ICLR 2023 Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning NeurIPS 2023