conftrace_

value estimation

47 papers

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Co-occurring keywords

reinforcement learning (4352) offline reinforcement learning (492) deep reinforcement learning (903) policy learning (702) off-policy learning (228) continuous control (246) model-based reinforcement learning (415) policy optimization (657) policy evaluation (115) monte carlo tree search (271)

Papers

Learning Pseudometric-based Action Representations for Offline Reinforcement Learning ICML 2022
Action Candidate Based Clipped Double Q-learning for Discrete and Continuous Action Tasks AAAI 2021
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction AAAI 2021
Loop Estimator for Discounted Values in Markov Reward Processes AAAI 2021
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning NIPS 2021
Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation WACV 2021
Deeply-Debiased Off-Policy Interval Estimation ICML 2021
Average-Reward Reinforcement Learning with Trust Region Methods IJCAI 2021
A Minimalist Approach to Offline Reinforcement Learning NIPS 2021
Self-correcting Q-learning AAAI 2021
Gamma-Nets: Generalizing Value Estimation over Timescale AAAI 2020
Attentive Experience Replay AAAI 2020
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search AAAI 2019
How to Combine Tree-Search Methods in Reinforcement Learning AAAI 2019
Multi-Task Deep Reinforcement Learning with PopArt AAAI 2019
Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning NIPS 2019
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning NIPS 2017
A Fast and Reliable Policy Improvement Algorithm AISTATS 2016
On the Analysis of Complex Backup Strategies in Monte Carlo Tree Search ICML 2016
TD_gamma: Re-evaluating Complex Backups in Temporal Difference Learning NIPS 2011
Variance Reduction in Monte-Carlo Tree Search NIPS 2011
Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains NIPS 2010