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Simon S. Du
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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipSimon S. DuASimon S. DuResearcherPBT-Bench: Benchmarking AI Agents on Property-Based TestingWPBT-Bench: Benchmarking...preprint / 2026MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AIWMLS-Bench: A Holistic a...preprint / 2026Liao ZhangALiao ZhangResearcherLucas JingALucas JingResearcherXinqi WangAXinqi WangResearcherOptimal Extragradient-Based Bilinearly-Coupled Saddle-Point OptimizationWOptimal Extragradient-B...preprint / 2022Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?WIs a Good Representatio...preprint / 2020Agnostic Q-learning with Function Approximation in Deterministic Systems: Tight Bounds on Approximation Error and Sample ComplexityWAgnostic Q-learning wit...preprint / 2020Software EngineeringTSoftware Engineering3620 worksArtificial IntelligenceTArtificial Intelligence22915 worksTransFollower: Long-Sequence Car-Following Trajectory Prediction through TransformerWTransFollower: Long-Seq...preprint / 2022Active Multi-Task Representation LearningWActive Multi-Task Repre...preprint / 2022Improved Corruption Robust Algorithms for Episodic Reinforcement LearningWImproved Corruption Rob...preprint / 2021Is Long Horizon Reinforcement Learning More Difficult Than Short Horizon Reinforcement Learning?WIs Long Horizon Reinfor...preprint / 2020On Reward-Free Reinforcement Learning with Linear Function ApproximationWOn Reward-Free Reinforc...preprint / 2020On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin DynamicsWOn Stationary-Point Hit...preprint / 2020Provable Representation Learning for Imitation Learning via Bi-level OptimizationWProvable Representation...preprint / 2020
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Simon S. Du

Researcher