17 citations · 33 across the 26 of their papers we have counts for
Showing cs.MAShow all
3 papers · 1 filter
cs.MA2026
Auditable and Deployable Multi-Agent Motion Planning via Posetal Games from Legal Guidelines
Florian Lercher, Karan Mahesh, Yujun Huang +6
When robots are deployed in the real-world, they must interact with other agents and accomplish their own goals while adhering to legal constraints. These potentially conflicting o…
cs.MA2024
Scalable spectral representations for multi-agent reinforcement learning in network MDPs
Zhaolin Ren, Runyu Zhang, Bo Dai +1
Network Markov Decision Processes (MDPs), a popular model for multi-agent control, pose a significant challenge to efficient learning due to the exponential growth of the global st…
cs.MA2022★ 1 cited
Multi-Agent Reinforcement Learning with Reward Delays
Yuyang Zhang, Runyu Zhang, Yuantao Gu +1
This paper considers multi-agent reinforcement learning (MARL) where the rewards are received after delays and the delay time varies across agents and across time steps. Based on t…