Deep RL

ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo ICCV 2023 ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs ICML 2023 Reparameterized Policy Learning for Multimodal Trajectory Optimization ICML 2023 Replicable Reinforcement Learning NeurIPS 2023 RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability NeurIPS 2023 RePreM: Representation Pre-training with Masked Model for Reinforcement Learning AAAI 2023 Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023 Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL ICML 2023 Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition ICML 2023 ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor ICLR 2023 Resetting the Optimizer in Deep RL: An Empirical Study NeurIPS 2023 Retrosynthetic Planning with Dual Value Networks ICML 2023 Revisiting Domain Randomization via Relaxed State-Adversarial Policy Optimization ICML 2023 Revisiting Intrinsic Reward for Exploration in Procedurally Generated Environments ICLR 2023 Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching ICLR 2023 Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits: A Distributional Learning Perspective AAAI 2023 Reward Design with Language Models ICLR 2023 Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards NeurIPS 2023 Reward Gaming in Conditional Text Generation ACL 2023 Reward-Mixing MDPs with Few Latent Contexts are Learnable ICML 2023 Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks NeurIPS 2023 RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing NeurIPS 2023 RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning AAAI 2023 RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization NeurIPS 2023 RoboPianist: Dexterous Piano Playing with Deep Reinforcement Learning CoRL 2023