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

Meta Learning MDPs with linear transition models AISTATS 2022
Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction AAAI 2022
Hybrid Semantics for Goal-Directed Natural Language Generation ACL 2022
Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback NIPS 2022
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes ACL 2022
Evaluating the perceived safety of urban city via maximum entropy deep inverse reinforcement learning ACML 2022
A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning NIPS 2022
Adaptive Multi-Goal Exploration AISTATS 2022
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data NIPS 2022
Learning Adversarial Markov Decision Processes with Delayed Feedback AAAI 2022
Optimal Pointing Sequences in Spacecraft Formation Flying Using Online Planning with Resource Constraints L4DC 2022
On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation ICML 2022
A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization AISTATS 2022
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs NIPS 2022
Risk-Aware Stochastic Shortest Path AAAI 2022
VeNAS: Versatile Negotiating Agent Strategy via Deep Reinforcement Learning (Student Abstract) AAAI 2022
Utility Theory for Sequential Decision Making ICML 2022
Environment Design for Biased Decision Makers IJCAI 2022
Beyond Strong-Cyclic: Doing Your Best in Stochastic Environments IJCAI 2022
Shared Autonomy Systems with Stochastic Operator Models IJCAI 2022
Learning Open Domain Multi-hop Search Using Reinforcement Learning NAACL 2022
Can Q-learning be Improved with Advice? COLT 2022
Horizon-Free Reinforcement Learning in Polynomial Time: the Power of Stationary Policies COLT 2022
Stabilizing Q-learning with Linear Architectures for Provable Efficient Learning ICML 2022
The Geometry of Robust Value Functions ICML 2022