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Simultaneously Learning Stochastic and Adversarial Episodic MDPs with Known Transition
This work studies the problem of learning episodic Markov Decision Proce...
06/10/2020 ∙ by Tiancheng Jin, et al. ∙
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Learning Adversarial MDPs with Bandit Feedback and Unknown Transition
We consider the problem of learning in episodic finite-horizon Markov de...
12/03/2019 ∙ by Tiancheng Jin, et al. ∙
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Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem
Order dispatching and driver repositioning (also known as fleet manageme...
11/25/2019 ∙ by John Holler, et al. ∙
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