Reinforcement Learning

Exploration via Epistemic Value Estimation AAAI 2023 Extreme Q-Learning: MaxEnt RL without Entropy ICLR 2023 Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach ACL 2023 Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems ICLR 2023 Fast Counterfactual Inference for History-Based Reinforcement Learning AAAI 2023 Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games ICLR 2023 Generalize Learned Heuristics to Solve Large-scale Vehicle Routing Problems in Real-time ICLR 2023 Generating Diverse Cooperative Agents by Learning Incompatible Policies ICLR 2023 Generative Decision Making Under Uncertainty AAAI 2023 Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning NeurIPS 2023 GFlowNets and variational inference ICLR 2023 Global Convergence of Two-Timescale Actor-Critic for Solving Linear Quadratic Regulator AAAI 2023 Goal-Conditioned Generators of Deep Policies AAAI 2023 Goal-Conditioned Predictive Coding for Offline Reinforcement Learning NeurIPS 2023 Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023 Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement ICLR 2023 Guarded Policy Optimization with Imperfect Online Demonstrations ICLR 2023 Guiding Safe Exploration with Weakest Preconditions ICLR 2023 HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism AAAI 2023 Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning NeurIPS 2023 Hierarchical Mean-Field Deep Reinforcement Learning for Large-Scale Multiagent Systems AAAI 2023 Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs ICML 2023 HIQL: Offline Goal-Conditioned RL with Latent States as Actions NeurIPS 2023 Hypernetworks for Zero-Shot Transfer in Reinforcement Learning AAAI 2023 Imitation Learning As State Matching via Differentiable Physics CVPR 2023