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Feature Reinforcement Learning in Practice.

, , and . EWRL, volume 7188 of Lecture Notes in Computer Science, page 66-77. Springer, (2011)

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Algorithmic probability., , and . Scholarpedia, 2 (8): 2572 (2007)Loss Bounds and Time Complexity for Speed Priors., , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 1394-1402. JMLR.org, (2016)Feature Reinforcement Learning using Looping Suffix Trees., , and . EWRL, volume 24 of JMLR Proceedings, page 11-24. JMLR.org, (2012)Q-learning for history-based reinforcement learning., , and . ACML, volume 29 of JMLR Workshop and Conference Proceedings, page 213-228. JMLR.org, (2013)Model selection with the Loss Rank Principle., and . Comput. Stat. Data Anal., 54 (5): 1288-1306 (2010)U-Clip: On-Average Unbiased Stochastic Gradient Clipping., and . CoRR, (2023)Bridging Algorithmic Information Theory and Machine Learning: A New Approach to Kernel Learning., , and . CoRR, (2023)Performance Guarantees for Homomorphisms beyond Markov Decision Processes., and . AAAI, page 7659-7666. AAAI Press, (2019)Asymptotically Unambitious Artificial General Intelligence., , and . AAAI, page 2467-2476. AAAI Press, (2020)Dynamic Knowledge Injection for AIXI Agents., , and . AAAI, page 16388-16397. AAAI Press, (2024)