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Going Beyond Linear RL: Sample Efficient Neural Function Approximation.
Baihe Huang
Kaixuan Huang
Sham M. Kakade
Jason D. Lee
Qi Lei
Runzhe Wang
Jiaqi Yang
Published in:
CoRR (2021)
Keyphrases
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function approximation
reinforcement learning
temporal difference learning algorithms
function approximators
tile coding
model free
temporal difference learning
temporal difference
radial basis function
learning tasks
neural network
reinforcement learning algorithms
supervised learning
markov decision processes
pattern recognition
reinforcement learning problems
td methods
temporal difference methods