Methods

ReDS: Offline RL With Heteroskedastic Datasets via Support Constraints NeurIPS 2023 Refined Regret for Adversarial MDPs with Linear Function Approximation ICML 2023 Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans NeurIPS 2023 Reflexion: language agents with verbal reinforcement learning NeurIPS 2023 ReGen: A good Generative Zero-Shot Video Classifier Should be Rewarded ICCV 2023 Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents ICML 2023 Regret Minimization and Convergence to Equilibria in General-sum Markov Games ICML 2023 Regret Minimization via Saddle Point Optimization NeurIPS 2023 Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time NeurIPS 2023 Regularity as Intrinsic Reward for Free Play NeurIPS 2023 Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice ICML 2023 Regularized Behavior Cloning for Blocking the Leakage of Past Action Information NeurIPS 2023 Reinforced Approximate Exploratory Data Analysis AAAI 2023 Reinforced Sequence Training based Subjective Bias Correction EACL 2023 Reinforced Target-driven Conversational Promotion EMNLP 2023 Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions NeurIPS 2023 Reinforcement Learning-Based Black-Box Model Inversion Attacks CVPR 2023 Reinforcement Learning Can Be More Efficient with Multiple Rewards ICML 2023 Reinforcement Learning for Adaptive Mesh Refinement AISTATS 2023 Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories AAAI 2023 Reinforcement Learning for Joint Optimization of Multiple Rewards JMLR 2023 Reinforcement Learning for Topic Models ACL 2023 Reinforcement Learning in Low-rank MDPs with Density Features ICML 2023 Reinforcement Learning with Fast and Forgetful Memory NeurIPS 2023 Reinforcement Learning with General Utilities: Simpler Variance Reduction and Large State-Action Space ICML 2023