382 citations · 1.4k across the 45 of their papers we have counts for
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cs.MA2022★ 1 cited
Indexability is Not Enough for Whittle: Improved, Near-Optimal Algorithms for Restless Bandits
Abheek Ghosh, Dheeraj Nagaraj, Manish Jain +1
We study the problem of planning restless multi-armed bandits (RMABs) with multiple actions. This is a popular model for multi-agent systems with applications like multi-channel co…
cs.MA2011★ 42 cited
Hybrid BDI-POMDP Framework for Multiagent Teaming
R. Nair, M. Tambe
Many current large-scale multiagent team implementations can be characterized as following the belief-desire-intention (BDI) paradigm, with explicit representation of team plans. D…
cs.MA2011★ 48 cited
Robust Agent Teams via Socially-Attentive Monitoring
G. A. Kaminka, M. Tambe
Agents in dynamic multi-agent environments must monitor their peers to execute individual and group plans. A key open question is how much monitoring of other agents' states is req…