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David Abel
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David Abel17 visible / 17 total nodes / 53 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipDavid AbelADavid AbelResearcherImperfect World Models are ExploitableWImperfect World Models ...preprint / 2026Mykel J. KochenderferAMykel J. KochenderferResearcherSubramanian RamamoorthyASubramanian RamamoorthyResearcherLogan Mondal BhamidipatyALogan Mondal BhamidipatyResearcherEsmeralda S. WhitammerAEsmeralda S. WhitammerResearcherOn the Expressivity of Markov RewardWOn the Expressivity of ...preprint / 2022A Theory of Abstraction in Reinforcement LearningWA Theory of Abstraction...preprint / 2022Exploratory Gradient Boosting for Reinforcement Learning in Complex DomainsWExploratory Gradient Bo...preprint / 2016Artificial IntelligenceTArtificial Intelligence22915 worksMachine LearningTMachine Learning49008 worksMitigating Planner Overfitting in Model-Based Reinforcement LearningWMitigating Planner Over...preprint / 2020The Efficiency of Human Cognition Reflects Planned Information ProcessingWThe Efficiency of Human...preprint / 2020Learning State Abstractions for Transfer in Continuous ControlWLearning State Abstract...preprint / 2020Meta-Gradients in Non-Stationary EnvironmentsWMeta-Gradients in Non-S...preprint / 2022What can I do here? A Theory of Affordances in Reinforcement LearningWWhat can I do here? A T...preprint / 2020Revisiting Peng's Q($λ$) for Modern Reinforcement LearningWRevisiting Peng's Q($λ$...preprint / 2021
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David Abel

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PaperImperfect World Models are ExploitableAuthorship / preprint / 2026PersonMykel J. KochenderferCo-authorship / ResearcherPersonSubramanian RamamoorthyCo-authorship / ResearcherPersonLogan Mondal BhamidipatyCo-authorship / ResearcherPersonEsmeralda S. WhitammerCo-authorship / ResearcherPaperOn the Expressivity of Markov RewardAuthorship / preprint / 2022PaperA Theory of Abstraction in Reinforcement LearningAuthorship / preprint / 2022PaperExploratory Gradient Boosting for Reinforcement Learning in Complex DomainsAuthorship / preprint / 2016

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