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Aviral Kumar
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Aviral Kumar21 visible / 21 total nodes / 69 links

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Related contextRelated contextRelated contextRelated contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAviral KumarAAviral KumarResearcherRecursive Agent OptimizationWRecursive Agent Optimiz...preprint / 2026Apurva GandhiAApurva GandhiResearcherXiangjun WangAXiangjun WangResearcherGraham NeubigAGraham NeubigResearcherSatyaki ChakrabortyASatyaki ChakrabortyResearcherData-Driven Offline Optimization For Architecting Hardware AcceleratorsWData-Driven Offline Opt...preprint / 2022When Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning?WWhen Should We Prefer O...preprint / 2022Conservative Q-Learning for Offline Reinforcement LearningWConservative Q-Learning...preprint / 2020DisCor: Corrective Feedback in Reinforcement Learning via Distribution CorrectionWDisCor: Corrective Feed...preprint / 2020Reward-Conditioned PoliciesWReward-Conditioned Poli...preprint / 2019Model Inversion Networks for Model-Based OptimizationWModel Inversion Network...preprint / 2019Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksComputation and LanguageTComputation and Language14115 worksMultiagent SystemsTMultiagent Systems1840 worksCOMBO: Conservative Offline Model-Based Policy OptimizationWCOMBO: Conservative Off...preprint / 2022How to Leverage Unlabeled Data in Offline Reinforcement LearningWHow to Leverage Unlabel...preprint / 2022D4RL: Datasets for Deep Data-Driven Reinforcement LearningWD4RL: Datasets for Deep...preprint / 2021Design-Bench: Benchmarks for Data-Driven Offline Model-Based OptimizationWDesign-Bench: Benchmark...preprint / 2022Don't Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement LearningWDon't Start From Scratc...preprint / 2022
Person20 links

Aviral Kumar

Researcher

PaperRecursive Agent OptimizationAuthorship / preprint / 2026PersonApurva GandhiCo-authorship / ResearcherPersonXiangjun WangCo-authorship / ResearcherPersonGraham NeubigCo-authorship / ResearcherPersonSatyaki ChakrabortyCo-authorship / ResearcherPaperData-Driven Offline Optimization For Architecting Hardware AcceleratorsAuthorship / preprint / 2022PaperWhen Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning?Authorship / preprint / 2022PaperConservative Q-Learning for Offline Reinforcement LearningAuthorship / preprint / 2020

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