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

Metrics and Continuity in Reinforcement Learning AAAI 2021
Identifiability in inverse reinforcement learning NIPS 2021
Local Differential Privacy for Regret Minimization in Reinforcement Learning NIPS 2021
An Exponential Lower Bound for Linearly Realizable MDP with Constant Suboptimality Gap NIPS 2021
Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images AAAI 2021
PID Accelerated Value Iteration Algorithm ICML 2021
Improved Worst-Case Regret Bounds for Randomized Least-Squares Value Iteration AAAI 2021
First-Order Methods for Wasserstein Distributionally Robust MDP ICML 2021
Safe Reinforcement Learning with Linear Function Approximation ICML 2021
Adaptive Information Seeking for Open-Domain Question Answering EMNLP 2021
Is Pessimism Provably Efficient for Offline RL? ICML 2021
Reward Identification in Inverse Reinforcement Learning ICML 2021
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation ICML 2021
On Query-efficient Planning in MDPs under Linear Realizability of the Optimal State-value Function COLT 2021
Average-Reward Learning and Planning with Options NIPS 2021
Inverse Constrained Reinforcement Learning ICML 2021
On Blame Attribution for Accountable Multi-Agent Sequential Decision Making NIPS 2021
Optimal Uniform OPE and Model-based Offline Reinforcement Learning in Time-Homogeneous, Reward-Free and Task-Agnostic Settings NIPS 2021
Adaptive Sampling for Best Policy Identification in Markov Decision Processes ICML 2021
Safe Reinforcement Learning Using Advantage-Based Intervention ICML 2021
Bidding in Smart Grid PDAs: Theory, Analysis and Strategy AAAI 2020
MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning AAAI 2020
Progressive Relation Learning for Group Activity Recognition CVPR 2020
Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning CVPR 2020
PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation CVPR 2020