Reinforcement Learning

SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems NeurIPS 2023 Swarm Reinforcement Learning for Adaptive Mesh Refinement NeurIPS 2023 Symmetric (Optimistic) Natural Policy Gradient for Multi-Agent Learning with Parameter Convergence AISTATS 2023 Symmetry-Aware Robot Design with Structured Subgroups ICML 2023 SymNet 3.0: Exploiting Long-Range Influences in Learning Generalized Neural Policies for Relational MDPs UAI 2023 Synthesizing Diverse Human Motions in 3D Indoor Scenes ICCV 2023 Synthesizing Navigation Abstractions for Planning with Portable Manipulation Skills CoRL 2023 Synthesizing Resilient Strategies for Infinite-Horizon Objectives in Multi-Agent Systems IJCAI 2023 Synthetic Experience Replay NeurIPS 2023 Tackling Safe and Efficient Multi-Agent Reinforcement Learning via Dynamic Shielding (Student Abstract) AAAI 2023 TactileVAD: Geometric Aliasing-Aware Dynamics for High-Resolution Tactile Control CoRL 2023 Taming Continuous Posteriors for Latent Variational Dialogue Policies AAAI 2023 Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction EMNLP 2023 Task-aware world model learning with meta weighting via bi-level optimization NeurIPS 2023 Task-Oriented Koopman-Based Control with Contrastive Encoder CoRL 2023 Taylor TD-learning NeurIPS 2023 TD Convergence: An Optimization Perspective NeurIPS 2023 Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations RSS 2023 Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning NeurIPS 2023 Tempo Adaptation in Non-stationary Reinforcement Learning NeurIPS 2023 Temporal Abstraction in Reinforcement Learning with the Successor Representation JMLR 2023 Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning EMNLP 2023 TGRL: An Algorithm for Teacher Guided Reinforcement Learning ICML 2023 The Benefits of Being Distributional: Small-Loss Bounds for Reinforcement Learning NeurIPS 2023 The Benefits of Model-Based Generalization in Reinforcement Learning ICML 2023