Reinforcement Learning

Reinforcement Learning

Tracing the Roots: Trust Region Policy Optimization

This report examins the origins Trust Region Policy Optimization, which is of paramount importance in modern reinforcement learning.

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Reinforcement Learning

One-shot Clustering for Policy Evaluation in Federated TD Learning with LFA

Analysed a clustering algorithm for TD(0) learning in federated reinforcement learning.

anshu-arora-pranay-sharma-avishek-ghosh
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Hands-on Reinforcement Learning featured image
Reinforcement Learning

Hands-on Reinforcement Learning

This is my exploratory project in Reinforcement Learning, where I have implemented common learning algorithms such as Q-learning, to play the mountain car game. I have also …

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