Zhaoran Wang

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authored a paper over 1 year ago

Self-Exploring Language Models: Active Preference Elicitation for Online Alignment

Paper • 2405.19332 • Published May 29, 2024 • 22

authored 4 papers about 2 years ago

Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

Paper • 2309.17382 • Published Sep 29, 2023 • 5

RORL: Robust Offline Reinforcement Learning via Conservative Smoothing

Paper • 2206.02829 • Published Jun 6, 2022

Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning

Paper • 2207.14800 • Published Jul 29, 2022

Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning

Paper • 2305.04819 • Published May 8, 2023