Yancheng Liang

According to our database, Yancheng Liang authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models.

Mickel Liu, Liwei Jiang, Yancheng Liang, Simon Shaolei Du, Yejin Choi, Tim Althoff, Natasha Jaques

CoRR, June, 2025

Improving Human-AI Coordination through Adversarial Training and Generative Models.

Paresh Chaudhary, Yancheng Liang, Daphne Chen, Simon S. Du, Natasha Jaques

CoRR, April, 2025

Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play.

Zelai Xu, Chao Yu, Yancheng Liang, Yi Wu, Yu Wang

J. Mach. Learn. Res., 2025

Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination.

Kunal Jha, Wilka Carvalho, Yancheng Liang, Simon S. Du, Natasha Jaques, Max Kleiman-Weiner

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

2024

Learning to Cooperate with Humans using Generative Agents.

Yancheng Liang, Daphne Chen, Abhishek Gupta, Simon S. Du, Natasha Jaques

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structure.

Zhicheng Zhang, Yancheng Liang, Yi Wu, Fei Fang

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Beyond Information Gain: An Empirical Benchmark for Low-Switching-Cost Reinforcement Learning.

Shusheng Xu, Yancheng Liang, Yunfei Li, Simon Shaolei Du, Yi Wu

Trans. Mach. Learn. Res., 2023

DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data.

Yancheng Liang, Jiajie Zhang, Hui Li, Xiaochen Liu, Yi Hu, Yong Wu, Jinyao Zhang, Yongyan Liu, Yi Wu

CoRR, 2023

Fictitious Cross-Play: Learning Global Nash Equilibrium in Mixed Cooperative-Competitive Games.

Zelai Xu, Yancheng Liang, Chao Yu, Yu Wang, Yi Wu

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2021

A Benchmark for Low-Switching-Cost Reinforcement Learning.

Shusheng Xu, Yancheng Liang, Yunfei Li, Simon Shaolei Du, Yi Wu

CoRR, 2021