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

Learning Open Domain Multi-hop Search Using Reinforcement Learning NAACL 2022
Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning ICML 2022
Environment Design for Biased Decision Makers IJCAI 2022
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes AAAI 2022
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems NIPS 2022
Interactive Inverse Reinforcement Learning for Cooperative Games ICML 2022
Stabilizing Q-learning with Linear Architectures for Provable Efficient Learning ICML 2022
Optimizing Sequential Experimental Design with Deep Reinforcement Learning ICML 2022
Reinforcement Learning with a Terminator NIPS 2022
Planning with Participation Constraints AAAI 2022
A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization AISTATS 2022
Can Q-learning be Improved with Advice? COLT 2022
Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits AAAI 2022
Reinforcement Learning of Causal Variables Using Mediation Analysis AAAI 2022
Beyond Strong-Cyclic: Doing Your Best in Stochastic Environments IJCAI 2022
Chaining Value Functions for Off-Policy Learning AAAI 2022
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs NIPS 2022
Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification CVPR 2022
Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022
Learning Adversarial Markov Decision Processes with Delayed Feedback AAAI 2022
Risk-Aware Stochastic Shortest Path AAAI 2022
Meta Learning MDPs with linear transition models AISTATS 2022
Adaptive Multi-Goal Exploration AISTATS 2022
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data NIPS 2022
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization EMNLP 2022