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action value

14 papers

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Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) value estimation (47) markov decision process (790) representation learning (6206) action value estimation (4) real robot learning (1) interpretable reinforcement learning (3) decision frequency (1) action-value prediction (1)

Papers

On the Actionability of Outcome Prediction AAAI 2024
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space NIPS 2024
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning NIPS 2024
QGFN: Controllable Greediness with Action Values NIPS 2024
Amortized Planning with Large-Scale Transformers: A Case Study on Chess NIPS 2024
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers NIPS 2024
Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning AAAI 2023
Weakly Coupled Deep Q-Networks NIPS 2023
ME-MCTS: Online Generalization by Combining Multiple Value Estimators IJCAI 2021
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation ICML 2021
Self-correcting Q-learning AAAI 2021
Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players IJCAI 2020
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning NIPS 2017
Double Q-learning NIPS 2010