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

Cooperative Online Learning in Stochastic and Adversarial MDPs ICML 2022
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness NIPS 2022
Operator Splitting Value Iteration NIPS 2022
Learning Adversarial Markov Decision Processes with Delayed Feedback AAAI 2022
Risk-Aware Stochastic Shortest Path AAAI 2022
Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction AAAI 2022
Envy-free Policy Teaching to Multiple Agents NIPS 2022
Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback NIPS 2022
Deceptive Decision-Making under Uncertainty AAAI 2022
Environment Design for Biased Decision Makers IJCAI 2022
Beyond Strong-Cyclic: Doing Your Best in Stochastic Environments IJCAI 2022
A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning NIPS 2022
Shared Autonomy Systems with Stochastic Operator Models IJCAI 2022
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs NIPS 2022
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data NIPS 2022
Reinforcement Learning of Causal Variables Using Mediation Analysis AAAI 2022
The Geometry of Robust Value Functions ICML 2022
Value Function Approximations via Kernel Embeddings for No-Regret Reinforcement Learning ACML 2022
From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses ICML 2022
Evaluating the perceived safety of urban city via maximum entropy deep inverse reinforcement learning ACML 2022
Locally Differentially Private Reinforcement Learning for Linear Mixture Markov Decision Processes ACML 2022
Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation ICML 2022
Chaining Value Functions for Off-Policy Learning AAAI 2022
Communicating via Markov Decision Processes ICML 2022
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes ACL 2022