Search Results for author: Qingpeng Zhao

Found 2 papers, 1 papers with code

Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning

no code implementations12 May 2023 Qingpeng Zhao, Yuanyang Zhu, Zichuan Liu, Zhi Wang, Chunlin Chen

In cooperative multi-agent reinforcement learning (MARL), the environmental stochasticity and uncertainties will increase exponentially when the number of agents increases, which puts hard pressure on how to come up with a compact latent representation from partial observation for boosting value decomposition.

Multi-agent Reinforcement Learning Starcraft +1

WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments

1 code implementation14 Oct 2022 Xi Chen, Tianyu Shi, Qingpeng Zhao, Yuchen Sun, Yunfei Gao, Xiangjun Wang

It provides realistic 3D environments of variable complexity, various tasks, and multiple modes of interaction, where agents can learn to perceive 3D environments, navigate and plan, compete and cooperate in a human-like manner.

Atari Games Benchmarking +3

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