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Learning from Demonstrations for Real World Reinforcement Learning.

, , , , , , , , , , , и . CoRR, (2017)

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Todd Templeton

Katherine Hester

Catarina Alice Todd

Maik Hester

Todd Sepke

 

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Robust Reinforcement Learning for Continuous Control with Model Misspecification., , , , , , , , , и . ICLR, OpenReview.net, (2020)A Novel Approach to Monitor Rehabilitation Outcomes in Stroke Survivors Using Wearable Technology., , , , , , и . Proc. IEEE, 98 (3): 450-461 (2010)Challenges of real-world reinforcement learning: definitions, benchmarks and analysis., , , , , , и . Mach. Learn., 110 (9): 2419-2468 (2021)The Open-Source TEXPLORE Code Release for Reinforcement Learning on Robots., и . RoboCup, том 8371 из Lecture Notes in Computer Science, стр. 536-543. Springer, (2013)TEXPLORE: Real-Time Sample-Efficient Reinforcement Learning for Robots., и . AAAI Spring Symposium: Designing Intelligent Robots, том SS-12-02 из AAAI Technical Report, AAAI, (2012)Generalized model learning for reinforcement learning in factored domains., и . AAMAS (2), стр. 717-724. IFAAMAS, (2009)Intrinsically motivated model learning for a developing curious agent., и . ICDL-EPIROB, стр. 1-6. IEEE, (2012)Deep Q-learning From Demonstrations., , , , , , , , , и 4 other автор(ы). AAAI, стр. 3223-3230. AAAI Press, (2018)ETA Prediction with Graph Neural Networks in Google Maps., , , , , , , , , и 7 other автор(ы). CIKM, стр. 3767-3776. ACM, (2021)A Practical Approach to Insertion with Variable Socket Position Using Deep Reinforcement Learning., , , , , и . CoRR, (2018)