1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.MA2023★ 1 cited
Strategic Planning for Flexible Agent Availability in Large Taxi Fleets
Rajiv Ranjan Kumar, Pradeep Varakantham, Shih-Fen Cheng
In large-scale multi-agent systems like taxi fleets, individual agents (taxi drivers) are self-interested (maximizing their own profits) and this can introduce inefficiencies in th…
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…