Reinforcement learning algorithms
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Updated
Feb 27, 2019 - Python
Reinforcement learning algorithms
Code for the numerical experiments in Zhang, Sheng, Zhe Zhang, and Siva Theja Maguluri. "Finite Sample Analysis of Average-Reward TD Learning and Q-Learning."
easy21 solution for Reinforcement Learning Course by David Silver in UCL
Chen, Z., Zhang, S., Doan, T. T., Clarke, J. P., & Maguluri, S. T. (2019). Finite-sample analysis of nonlinear stochastic approximation with applications in reinforcement learning.
Some Reinforcement Learning in Python. Especially how to get the feature for linear function approximation.
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