Banghua Zhu

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authored 2 papers about 1 year ago

From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline

Paper • 2406.11939 • Published Jun 17, 2024 • 8

The Effective Horizon Explains Deep RL Performance in Stochastic Environments

Paper • 2312.08369 • Published Dec 13, 2023

authored 2 papers over 1 year ago

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Paper • 2403.04132 • Published Mar 7, 2024 • 41

S-LoRA: Serving Thousands of Concurrent LoRA Adapters

Paper • 2311.03285 • Published Nov 6, 2023 • 32

authored 7 papers almost 2 years ago

Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism

Paper • 2103.12021 • Published Mar 22, 2021

Doubly Robust Self-Training

Paper • 2306.00265 • Published Jun 1, 2023 • 1

On Optimal Caching and Model Multiplexing for Large Model Inference

Paper • 2306.02003 • Published Jun 3, 2023 • 1

Fine-Tuning Language Models with Advantage-Induced Policy Alignment

Paper • 2306.02231 • Published Jun 4, 2023 • 2

Principled Reinforcement Learning with Human Feedback from Pairwise or $K$-wise Comparisons

Paper • 2301.11270 • Published Jan 26, 2023 • 2

Online Learning in Stackelberg Games with an Omniscient Follower

Paper • 2301.11518 • Published Jan 27, 2023 • 1

Jump-Start Reinforcement Learning

Paper • 2204.02372 • Published Apr 5, 2022 • 1