conftrace_

markov decision process

790 papers

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Also known as

MDP

Co-occurring keywords

reinforcement learning (4352) regret bound (1926) sample complexity (1169) policy optimization (657) value iteration (162) online learning (1777) function approximation (319) optimal policy (93) deep reinforcement learning (903) value function (295)

Papers

Active Feature Acquisition with Generative Surrogate Models ICML 2021
GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning AAAI 2021
Online Markov Decision Processes with Aggregate Bandit Feedback COLT 2021
Building Decision Tree for Imbalanced Classification via Deep Reinforcement Learning ACML 2021
Interaction Considerations in Learning from Humans IJCAI 2021
Temporal Difference Learning as Gradient Splitting ICML 2021
Temporally Abstract Partial Models NIPS 2021
Efficient PAC Reinforcement Learning in Regular Decision Processes IJCAI 2021
Ensemble Bootstrapping for Q-Learning ICML 2021
Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning ICML 2021
Improved Regret Bound and Experience Replay in Regularized Policy Iteration ICML 2021
High Confidence Generalization for Reinforcement Learning ICML 2021
A Lower Bound for the Sample Complexity of Inverse Reinforcement Learning ICML 2021
Social Interactions as Recursive MDPs CORL 2021
Reinforcement Learning of Sequential Price Mechanisms AAAI 2021
Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021
A Nonmyopic Approach to Cost-Constrained Bayesian Optimization UAI 2021
Action Candidate Based Clipped Double Q-learning for Discrete and Continuous Action Tasks AAAI 2021
Communication efficient parallel reinforcement learning UAI 2021
Robust reinforcement learning under minimax regret for green security UAI 2021
Stochastic model for sunk cost bias UAI 2021
Contingency-aware influence maximization: A reinforcement learning approach UAI 2021
Deep Reinforcement Learning for Multi-contact Motion Planning of Hexapod Robots IJCAI 2021
Exponential Lower Bounds for Planning in MDPs With Linearly-Realizable Optimal Action-Value Functions ALT 2021
Nearly Horizon-Free Offline Reinforcement Learning NIPS 2021