value function

A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions AAAI 2022 An Analytical Update Rule for General Policy Optimization ICML 2022 A Unifying Framework of Off-Policy General Value Function Evaluation NeurIPS 2022 Beyond the Policy Gradient Theorem for Efficient Policy Updates in Actor-Critic Algorithms AISTATS 2022 Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions NeurIPS 2022 Bi-linear Value Networks for Multi-goal Reinforcement Learning ICLR 2022 Chaining Value Functions for Off-Policy Learning AAAI 2022 Constraints Penalized Q-learning for Safe Offline Reinforcement Learning AAAI 2022 Contrastive Learning as Goal-Conditioned Reinforcement Learning NeurIPS 2022 Direct Advantage Estimation NeurIPS 2022 DNA: Proximal Policy Optimization with a Dual Network Architecture NeurIPS 2022 Do As I Can, Not As I Say: Grounding Language in Robotic Affordances CoRL 2022 DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization ICLR 2022 Experience Replay with Likelihood-free Importance Weights L4DC 2022 Faster Deep Reinforcement Learning with Slower Online Network NeurIPS 2022 Federated Reinforcement Learning with Environment Heterogeneity AISTATS 2022 Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks NeurIPS 2022 Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes AAAI 2022 Learning Dynamics and Generalization in Deep Reinforcement Learning ICML 2022 Learning Value Functions from Undirected State-only Experience ICLR 2022 Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes IJCAI 2022 Meta Value Learning for Fast Policy-Centric Optimal Motion Planning RSS 2022 Mildly Conservative Q-Learning for Offline Reinforcement Learning NeurIPS 2022 Multi-Critic Actor Learning: Teaching RL Policies to Act with Style ICLR 2022 Near-Optimal Randomized Exploration for Tabular Markov Decision Processes NeurIPS 2022