conftrace_

unknown transition

5 papers

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Co-occurring keywords

regret bound (1926) bandit feedback (118) stochastic shortest path (34) linear function approximation (101) markov decision process (790) online learning (1777) reinforcement learning (4352) least squares estimation (6) model-based rl (21) adversarial markov decision process (6)

Papers

Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition AISTATS 2024
Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear Function Approximation AAAI 2024
Finding the Stochastic Shortest Path with Low Regret: the Adversarial Cost and Unknown Transition Case ICML 2021
Learning Adversarial Markov Decision Processes with Bandit Feedback and Unknown Transition ICML 2020
Online Stochastic Shortest Path with Bandit Feedback and Unknown Transition Function NIPS 2019