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Title: GitHub - rldotai/rl-algorithms: Reinforcement learning algorithms · GitHub

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Description: Reinforcement learning algorithms. Contribute to rldotai/rl-algorithms development by creating an account on GitHub.

Open Graph Description: Reinforcement learning algorithms. Contribute to rldotai/rl-algorithms development by creating an account on GitHub.

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.gitignore	https://github.com/rldotai/rl-algorithms/blob/master/.gitignore
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README.md	https://github.com/rldotai/rl-algorithms/blob/master/README.md
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MIT license	https://github.com/rldotai/rl-algorithms
	https://github.com/rldotai/rl-algorithms#rl-algorithms
	https://github.com/rldotai/rl-algorithms#implemented-algorithms
TD(λ): Temporal Difference Learning	https://github.com/rldotai/rl-algorithms/blob/master/py3/td.py
LSTD(λ): Least-Squares Temporal Difference Learning	https://github.com/rldotai/rl-algorithms/blob/master/py3/lstd.py
ETD(λ): Emphatic Temporal Difference Learning	https://github.com/rldotai/rl-algorithms/blob/master/py3/etd.py
GTD(λ): Gradient Temporal Difference Learning, AKA TDC(λ)	https://github.com/rldotai/rl-algorithms/blob/master/py3/gtd.py
TOTD(λ): True-Online Temporal Difference Learning, AKA TD with "Dutch Traces"	https://github.com/rldotai/rl-algorithms/blob/master/py3/totd.py
ESTD(λ): Least Squares Emphatic Temporal Difference Learning	https://github.com/rldotai/rl-algorithms/blob/master/py3/elstd.py
HTD(λ): Hybrid Temporal Difference Learning	https://github.com/rldotai/rl-algorithms/blob/master/py3/htd.py
DVTD(λ) or TD-δ^2: Online Variance Estimation via temporal difference errors	https://github.com/rldotai/rl-algorithms/blob/master/py3/td-variance.py
The paper describing it	https://arxiv.org/abs/1801.08287
	https://github.com/rldotai/rl-algorithms#todo
	https://github.com/rldotai/rl-algorithms#contributing
algorithm	https://github.com/topics/algorithm
reinforcement-learning	https://github.com/topics/reinforcement-learning
reinforcement-learning-algorithms	https://github.com/topics/reinforcement-learning-algorithms
function-approximation	https://github.com/topics/function-approximation
rl-algorithms	https://github.com/topics/rl-algorithms
linear-function-approximation	https://github.com/topics/linear-function-approximation
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