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Nianmin Zhang

3 papers hereh-index 237 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.MA1

identity via Semantic Scholar / OpenAlex

most citedA hierarchical spatial-aware algorithm with efficient reinforcement learning for human-robot task planning and allocation in production

5 citations · 9 across the 3 of their papers we have counts for

collaborators
Showing cs.MAShow all

1 paper · 1 filter

cs.MA2024

Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning

Zhiwei Xu, Hangyu Mao, Nianmin Zhang +8

In partially observable multi-agent systems, agents typically only have access to local observations. This severely hinders their ability to make precise decisions, particularly du…

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