conftrace_

value function

295 papers

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Also known as

V FUNCTION

Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) policy optimization (657) markov decision process (790) offline reinforcement learning (492) temporal difference learning (149) sample efficiency (472) function approximation (319) off-policy learning (228) model-based reinforcement learning (415)

Papers

Policy Optimization for Stochastic Shortest Path COLT 2022
Meta Value Learning for Fast Policy-Centric Optimal Motion Planning RSS 2022
The Geometry of Robust Value Functions ICML 2022
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification ICML 2022
Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning ICML 2022
An Analytical Update Rule for General Policy Optimization ICML 2022
Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations AISTATS 2022
Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms JMLR 2022
Why Should I Trust You, Bellman? The Bellman Error is a Poor Replacement for Value Error ICML 2022
A Closer Look at Offline RL Agents NIPS 2022
Optimistic Initialization for Exploration in Continuous Control AAAI 2022
Beyond the Policy Gradient Theorem for Efficient Policy Updates in Actor-Critic Algorithms AISTATS 2022
What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator AAAI 2022
Offline reinforcement learning under value and density-ratio realizability: The power of gaps UAI 2022
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021
Generalizable Episodic Memory for Deep Reinforcement Learning ICML 2021
Phasic Policy Gradient ICML 2021
Preferential Temporal Difference Learning ICML 2021
Optimal Feedback Law Recovery by Gradient-Augmented Sparse Polynomial Regression JMLR 2021
Lipschitz Lifelong Reinforcement Learning AAAI 2021
Fourier Bases for Solving Permutation Puzzles AISTATS 2021
Boosting Offline Reinforcement Learning with Residual Generative Modeling IJCAI 2021
A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization ICML 2021
TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments AAAI 2021
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction NIPS 2021