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Rethinking Exploration for Sample-Efficient Policy Learning.

, , , , и . CoRR, (2021)

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Martin Riedmiller

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Cornelia Riedmiller

Hubertus Riedmiller

Jörg Riedmiller

 

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Leveraging Demonstrations for Deep Reinforcement Learning on Robotics Problems with Sparse Rewards., , , , , , , , , и . CoRR, (2017)Emergence of Locomotion Behaviours in Rich Environments., , , , , , , , , и 2 other автор(ы). CoRR, (2017)Comparing different methods to speed up reinforcement learning in a complex domain., и . SMC, стр. 3185-3190. IEEE, (2005)Learning Temporal Coherent Features through Life-Time Sparsity., и . ICONIP (1), том 7663 из Lecture Notes in Computer Science, стр. 347-356. Springer, (2012)Data-efficient Hindsight Off-policy Option Learning., , , , , , , , , и 1 other автор(ы). CoRR, (2020)Learning machines that perceive, act and communicate.. MLIS@IJCAI, стр. 5. ACM, (2013)Solving Continuous Control via Q-learning., , , , , , и . ICLR, OpenReview.net, (2023)Data-efficient Hindsight Off-policy Option Learning., , , , , , , , , и 1 other автор(ы). ICML, том 139 из Proceedings of Machine Learning Research, стр. 11340-11350. PMLR, (2021)Selbständig lernende neuronale Steuerungen.. Karlsruhe Institute of Technology, (1997)Self-learning neural control of a mobile robot., и . ICNN, стр. 2358-2363. IEEE, (1995)