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Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation.
Jiayi Huang
Han Zhong
Liwei Wang
Lin Yang
Published in:
AISTATS (2024)
Keyphrases
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function approximation
reinforcement learning
temporal difference learning
model free
temporal difference
function approximators
radial basis function
special case
learning tasks
reinforcement learning algorithms
learning algorithm
machine learning
regret bounds
e learning