Skip to content
Log in
Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Huai-Cheng Yan

h-index 17 View on Semantic Scholar

We have 1 of 179 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Aug 2026

Optimal Containment of Multiagent Systems With Multistep Policy Gradient Reinforcement Learning.

This article analyzes the optimal containment control problem of discrete-time multiagent systems (MASs) and proposes an online off-policy multistep PG algorithm that achieves optimal control performance under completely unknown system dynamics and accommodates asynchronous policy updates among agents.

Kai-Tian Chen, Huai-Cheng Yan, Qi-Wei Liu et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.