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Shuyang Shi

2 accepted papers

2025

Adaptively Coordinating with Novel Partners via Learned Latent Strategies

NeurIPS 2025poster

Adaptation is the cornerstone of effective collaboration among heterogeneous team members. In human-agent teams, artificial agents need to adapt to their human partners in real time, as individuals often have unique preferences and policies that may change dynamically throughout interactions. This b…

Cited by 0SourceScholar
2024

Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models

EMNLP 2024finding

The correct specification of reward models is a well-known challenge in reinforcement learning.Hand-crafted reward functions often lead to inefficient or suboptimal policies and may not be aligned with user values.Reinforcement learning from human feedback is a successful technique that can mitigate…