Deep RL

StateMask: Explaining Deep Reinforcement Learning through State Mask NeurIPS 2023 State Sequences Prediction via Fourier Transform for Representation Learning NeurIPS 2023 State-wise Safe Reinforcement Learning: A Survey IJCAI 2023 STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning ICML 2023 STEER: Unified Style Transfer with Expert Reinforcement EMNLP 2023 Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning ICML 2023 STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning AAAI 2023 STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning NeurIPS 2023 Structured State Space Models for In-Context Reinforcement Learning NeurIPS 2023 StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model ICCV 2023 Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks AAAI 2023 Successor-Predecessor Intrinsic Exploration NeurIPS 2023 Suggesting Variable Order for Cylindrical Algebraic Decomposition via Reinforcement Learning NeurIPS 2023 Supervised Pretraining Can Learn In-Context Reinforcement Learning NeurIPS 2023 SymNet 3.0: Exploiting Long-Range Influences in Learning Generalized Neural Policies for Relational MDPs UAI 2023 Taming Continuous Posteriors for Latent Variational Dialogue Policies AAAI 2023 Task-aware world model learning with meta weighting via bi-level optimization NeurIPS 2023 Taylor TD-learning NeurIPS 2023 TD Convergence: An Optimization Perspective NeurIPS 2023 Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative 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 The Benefits of Being Distributional: Small-Loss Bounds for Reinforcement Learning NeurIPS 2023 The Benefits of Model-Based Generalization in Reinforcement Learning ICML 2023 The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model NeurIPS 2023