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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

Retrieval-Augmented Reinforcement Learning ICML 2022
What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator AAAI 2022
Constraints Penalized Q-learning for Safe Offline Reinforcement Learning AAAI 2022
Qubit Routing Using Graph Neural Network Aided Monte Carlo Tree Search AAAI 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
Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions NIPS 2022
Learning Dynamics and Generalization in Deep Reinforcement Learning ICML 2022
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances CORL 2022
ValueNetQP: Learned One-step Optimal Control for Legged Locomotion L4DC 2022
Experience Replay with Likelihood-free Importance Weights L4DC 2022
Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems ICML 2022
Federated Reinforcement Learning with Environment Heterogeneity AISTATS 2022
A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions AAAI 2022
Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations AISTATS 2022
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes AAAI 2022
Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms JMLR 2022
USHER: Unbiased Sampling for Hindsight Experience Replay CORL 2022
Meta Value Learning for Fast Policy-Centric Optimal Motion Planning RSS 2022
Chaining Value Functions for Off-Policy Learning AAAI 2022
DNA: Proximal Policy Optimization with a Dual Network Architecture NIPS 2022
Faster Deep Reinforcement Learning with Slower Online Network NIPS 2022
The Geometry of Robust Value Functions ICML 2022
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification ICML 2022
Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes IJCAI 2022