value function

Neural Stochastic Dual Dynamic Programming ICLR 2022 Offline reinforcement learning under value and density-ratio realizability: The power of gaps UAI 2022 Offline Reinforcement Learning with Implicit Q-Learning ICLR 2022 Offline Reinforcement Learning with Value-based Episodic Memory ICLR 2022 Optimistic Initialization for Exploration in Continuous Control AAAI 2022 Orchestrated Value Mapping for Reinforcement Learning ICLR 2022 Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning ICML 2022 Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification ICML 2022 Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms JMLR 2022 Policy Optimization for Stochastic Shortest Path COLT 2022 Qubit Routing Using Graph Neural Network Aided Monte Carlo Tree Search AAAI 2022 Rethinking Value Function Learning for Generalization in Reinforcement Learning NeurIPS 2022 Retrieval-Augmented Reinforcement Learning ICML 2022 Robust Multi-Objective Reinforcement Learning with Dynamic Preferences ACML 2022 RORL: Robust Offline Reinforcement Learning via Conservative Smoothing NeurIPS 2022 The Geometry of Robust Value Functions ICML 2022 Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations AISTATS 2022 USHER: Unbiased Sampling for Hindsight Experience Replay CoRL 2022 Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems ICML 2022 Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning ICLR 2022 ValueNetQP: Learned One-step Optimal Control for Legged Locomotion L4DC 2022 What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator AAAI 2022 Why Should I Trust You, Bellman? The Bellman Error is a Poor Replacement for Value Error ICML 2022 A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization ICML 2021 Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning NeurIPS 2021