Satish V. Ukkusuri
3 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
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The Questioner
Conferences
JMLR (2)
UAI (1)
Top co-authors
Keywords
natural policy gradient
(3)
multi-agent reinforcement learning
(3)
cooperative multi-agent
(2)
mean field control
(2)
heterogeneous agent
(1)
approximation guarantee
(1)
doubly stochastic matrix
(1)
mean-field control
(1)
non-uniform interaction
(1)
sample complexity
(1)
constrained optimization
(1)
cooperative multi-agent system
(1)
Papers
Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)
JMLR 2024
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
JMLR 2022
Can mean field control (mfc) approximate cooperative multi agent reinforcement learning (marl) with non-uniform interaction?
UAI 2022