Satish V. Ukkusuri

3 papers · 2022–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner

Venues

JMLR (2) UAI (1)

Top co-authors

Vaneet Aggarwal (3) Washim Uddin Mondal (3) Mridul Agarwal (1)

Research topics

Reinforcement Learning (3) Methods (3) Artificial Intelligence (1) Deep Learning (1) Machine Learning (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

multi-agent reinforcement learning (3) natural policy gradient (3) mean-field control (3) cooperative multi-agent (2) cooperative multi-agent system (1) constrained optimization (1) heterogeneous agent (1) approximation guarantee (1) doubly stochastic matrix (1) sample complexity (1) non-uniform interaction (1)

Papers

Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL) JMLR 2024 Can mean field control (mfc) approximate cooperative multi agent reinforcement learning (marl) with non-uniform interaction? UAI 2022 On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC) JMLR 2022