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Reactive Reinforcement Learning in Asynchronous Environments

The relationship between a reinforcement learning (RL) agent and an asynchronous environment is often ignored. Frequently used models of the interaction between an agent and its environment, such as Markov Decision Processes (MDP) or Semi-Markov Decision Processes (SMDP), do not capture the fact tha...

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Bibliografische gegevens
Gepubliceerd in:Front Robot AI
Hoofdauteurs: Travnik, Jaden B., Mathewson, Kory W., Sutton, Richard S., Pilarski, Patrick M.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Frontiers Media S.A. 2018
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7805616/
https://ncbi.nlm.nih.gov/pubmed/33500958
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frobt.2018.00079
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