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06/01/2023
What model does MuZero learn?
Model-based reinforcement learning has drawn considerable interest in re...
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07/28/2022
RangL: A Reinforcement Learning Competition Platform
The RangL project hosted by The Alan Turing Institute aims to encourage ...
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07/01/2022
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
Due to its high sample complexity, simulation is, as of today, critical ...
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02/03/2022
Influence-Augmented Local Simulators: A Scalable Solution for Fast Deep RL in Large Networked Systems
Learning effective policies for real-world problems is still an open cha...
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01/27/2022
Online Planning in POMDPs with Self-Improving Simulators
How can we plan efficiently in a large and complex environment when the ...
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10/21/2020