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Non-stationary Risk-sensitive Reinforcement Learning: Near-optimal Dynamic Regret, Adaptive Detection, and Separation Design.
Yuhao Ding
Ming Jin
Javad Lavaei
Published in:
CoRR (2022)
Keyphrases
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non stationary
adaptive algorithms
reinforcement learning
risk sensitive
markov decision processes
learning algorithm
multistage
change point detection
state space
detection algorithm
optimal control