Publications

Xueguang Lyu, Andrea Baisero, Yuchen Xiao, Brett Daley, Christopher Amato. On Centralized Critics in Multi-Agent Reinforcement Learning. In JAIR, 2023.

Xueguang Lyu, Andrea Baisero, Yuchen Xiao, Christopher Amato. A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning. In AAAI, 2022.

Yuchen Xiao, Xueguang Lyu, Christopher Amato. Local Advantage Actor-Critic for Robust Multi-Agent Deep Reinforcement Learning. In MRS, Best Paper Award Finalist, 2021.

Xueguang Lyu, Yuchen Xiao, Brett Daley, Christopher Amato. Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement Learning. In AAMAS, Best Paper Award Finalist, 2021.

Xueguang Lyu, Christopher Amato. Likelihood Quantile Networks for Coordinating Multi-Agent Reinforcement Learning. In AAMAS, 2020.