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Finding Options that Minimize Planning Time.

, , , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 3120-3129. PMLR, (2019)

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Dimitri Barski

Dimitri Hartl

Dimitri Emeljanenko

Dimitri Schwindt

Dimitri Chronopulos

 

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An Adaptive Robot Motivational System., и . SAB, том 4095 из Lecture Notes in Computer Science, стр. 346-356. Springer, (2006)Hidden Parameter Markov Decision Processes: An Emerging Paradigm for Modeling Families of Related Tasks., и . AAAI Fall Symposia, AAAI Press, (2014)Active Learning of Parameterized Skills., , и . ICML, том 32 из JMLR Workshop and Conference Proceedings, стр. 1737-1745. JMLR.org, (2014)Policy and Value Transfer in Lifelong Reinforcement Learning., , , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 20-29. PMLR, (2018)Hidden Parameter Markov Decision Processes: A Semiparametric Regression Approach for Discovering Latent Task Parametrizations., и . IJCAI, стр. 1432-1440. IJCAI/AAAI Press, (2016)Efficient Skill Learning using Abstraction Selection., и . IJCAI, стр. 1107-1112. (2009)Transfer Learning Across Patient Variations with Hidden Parameter Markov Decision Processes., , и . CoRR, (2016)Planning for Decentralized Control of Multiple Robots Under Uncertainty., , , , , и . CoRR, (2014)Reinforcement Learning with Parameterized Actions., и . CoRR, (2015)Regularized feature selection in reinforcement learning., и . Mach. Learn., 100 (2-3): 655-676 (2015)