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continuous reinforcement learning domain

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Skill Discovery in Continuous Reinforcement Learning Domains using Skill Chaining

Konidaris, George, Barto, Andrew G.

Neural Information Processing SystemsFeb-15-2020, 02:26:56 GMT

We introduce skill chaining, a skill discovery method for reinforcement learning agents in continuous domains, that builds chains of skills leading to an end-of-task reward. We demonstrate experimentally that it creates skills that result in performance benefits in a challenging continuous domain. Papers published at the Neural Information Processing Systems Conference.

artificial intelligence, continuous reinforcement learning domain, machine learning, (3 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)

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