35 citations · 89 across the 43 of their papers we have counts for
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cs.LG2020
Value Variance Minimization for Learning Approximate Equilibrium in Aggregation Systems
Tanvi Verma, Pradeep Varakantham
For effective matching of resources (e.g., taxis, food, bikes, shopping items) to customer demand, aggregation systems have been extremely successful. In aggregation systems, a cen…
cs.LG2020
On Solving Cooperative MARL Problems with a Few Good Experiences
Rajiv Ranjan Kumar, Pradeep Varakantham
Cooperative Multi-agent Reinforcement Learning (MARL) is crucial for cooperative decentralized decision learning in many domains such as search and rescue, drone surveillance, pack…