58 citations · 300 across the 26 of their papers we have counts for
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cs.AI2018★ 1 cited
Interactive Agent Modeling by Learning to Probe
Tianmin Shu, Caiming Xiong, Ying Nian Wu +1
The ability of modeling the other agents, such as understanding their intentions and skills, is essential to an agent's interactions with other agents. Conventional agent modeling…
cs.AI2018★ 11 cited
MRL: Mind-aware Multi-agent Management Reinforcement Learning
Tianmin Shu, Yuandong Tian
Most of the prior work on multi-agent reinforcement learning (MARL) achieves optimal collaboration by directly controlling the agents to maximize a common reward. In this paper, we…