markov decision process

Submodular Reinforcement Learning ICLR 2024 Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces NeurIPS 2024 The Sample-Communication Complexity Trade-off in Federated Q-Learning NeurIPS 2024 The Trembling-Hand Problem for LTLf Planning IJCAI 2024 Time-Constrained Robust MDPs NeurIPS 2024 Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear q^π-Realizability and Concentrability NeurIPS 2024 Transformers Learn Transition Dynamics when Trained to Predict Markov Decision Processes EMNLP 2024 Transition Constrained Bayesian Optimization via Markov Decision Processes NeurIPS 2024 Tree Search-Based Policy Optimization under Stochastic Execution Delay ICLR 2024 Truncated Variance Reduced Value Iteration NeurIPS 2024 Unveiling Options with Neural Network Decomposition ICLR 2024 Wakening Past Concepts Without Past Data: Class-Incremental Learning From Online Placebos WACV 2024 Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes NeurIPS 2024 What type of inference is planning? NeurIPS 2024 When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL NeurIPS 2024 Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm AAAI 2023 Active Coverage for PAC Reinforcement Learning COLT 2023 Adversarial Model for Offline Reinforcement Learning NeurIPS 2023 A Fair Incentive Scheme for Community Health Workers AAAI 2023 A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning ICLR 2023 AlphaSnake: Policy Iteration on a Nondeterministic NP-Hard Markov Decision Process (Student Abstract) AAAI 2023 Analyzing Intentional Behavior in Autonomous Agents under Uncertainty IJCAI 2023 A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints ICML 2023 Anytime-Competitive Reinforcement Learning with Policy Prior NeurIPS 2023 A Reduction-based Framework for Sequential Decision Making with Delayed Feedback NeurIPS 2023