FER
发表于 2025-3-28 17:18:24
Options with Exceptionsvelop an option representation so that small changes in the subproblem solutions can be accommodated without losing the original solution. We empirically validate the proposed framework on a simulated game domain.
用树皮
发表于 2025-3-28 19:35:54
Invited Talk: UCRL and Autonomous Explorationsing the apparently closest unknown state — as indicated by an optimistic policy — for further exploration.. This is joint work with Shiau Hong Lim. The research leading to these results has received funding from the European Community’s Seventh Framework Programme (FP7/2007-2013) under grant agreem
Gastric
发表于 2025-3-29 00:11:27
Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learningtatistical Relational AI may give new tools for solving the “scaling challenge”. It is sometimes mentioned that scaling RL to real-world scenarios is a core challenge for robotics and AI in general. While this is true in a trivial sense, it might be beside the point. Reasoning and learning on approp
共同时代
发表于 2025-3-29 06:07:33
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intuition
发表于 2025-3-29 09:31:19
Automatic Discovery of Ranking Formulas for Playing with Multi-armed Bandits of this set. In particular, they clearly outperform several reference policies previously introduced in the literature. We argue that these newly found formulas as well as the procedure for generating them may suggest new directions for studying bandit problems.
忍耐
发表于 2025-3-29 11:57:42
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Infraction
发表于 2025-3-29 18:08:49
Unified Inter and Intra Options Learning Using Policy Gradient Methodslicy gradient algorithms may be applied. We identify the basis functions that apply to each of these decision components, and show that they possess a useful orthogonality property that allows to compute the natural gradient independently for each component. We further outline the extension of the s
Facet-Joints
发表于 2025-3-29 23:45:00
Mauricio Araya-López,Olivier Buffet,Vincent Thomas,François Charpillet
幼稚
发表于 2025-3-30 02:31:07
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intimate
发表于 2025-3-30 06:12:02
Kfir Y. Levy,Nahum Shimkinicht weiter hinterfragt. Sie mögen evident sein, wenn man sie auf eine bestimmte Vorstellung von den reellen Zahlen bezieht. Doch mathematisch gesehen ist dies unerheblich. Diese Axiome machen keine Aussage, was die reellen Zahlen .. Sie legen nur fest, welche . sie haben. Und nur diese Eigenschafte