Chicheng Zhang

10

Papers

0

Total Citations

Papers (10)

Interactive and Hybrid Imitation Learning: Provably Beating Behavior Cloning

NeurIPS 2025arXiv

Agnostic Interactive Imitation Learning: New Theory and Practical Algorithms

Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits

Efficient Contextual Bandits with Continuous Actions

NeurIPS 2020arXiv

Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality

NeurIPS 2020arXiv

Efficient active learning of sparse halfspaces with arbitrary bounded noise

NeurIPS 2020arXiv

Provably efficient multi-task reinforcement learning with model transfer

NeurIPS 2021arXiv

PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits

NeurIPS 2022arXiv

On Efficient Online Imitation Learning via Classification

NeurIPS 2022arXiv

Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded Rewards

NeurIPS 2023arXiv