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04/01/2021
Back to Square One: Superhuman Performance in Chutes and Ladders Through Deep Neural Networks and Tree Search
We present AlphaChute: a state-of-the-art algorithm that achieves superh...
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07/05/2019
Incrementally Learning Functions of the Return
Temporal difference methods enable efficient estimation of value functio...
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09/20/2018
Predicting Periodicity with Temporal Difference Learning
Temporal difference (TD) learning is an important approach in reinforcem...
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01/25/2018