Reinforcement Learning

State Regularized Policy Optimization on Data with Dynamics Shift 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 Stochastic Gradient Succeeds for Bandits ICML 2023 Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies ICML 2023 StockFormer: Learning Hybrid Trading Machines with Predictive Coding IJCAI 2023 STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning NeurIPS 2023 StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes ICML 2023 Structured State Space Models for In-Context Reinforcement Learning NeurIPS 2023 Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023 StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model ICCV 2023 Subequivariant Graph Reinforcement Learning in 3D Environments ICML 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 SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning IJCAI 2023 Supported Trust Region Optimization for Offline Reinforcement Learning ICML 2023 Supported Value Regularization for Offline Reinforcement Learning NeurIPS 2023 Surveillance Evasion Through Bayesian Reinforcement Learning AISTATS 2023 Survival Instinct in Offline Reinforcement Learning NeurIPS 2023