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cs.LG2025
Multi-Agent Cross-Entropy Method with Monotonic Nonlinear Critic Decomposition
Yan Wang, Ke Deng, Yongli Ren
Cooperative multi-agent reinforcement learning (MARL) commonly adopts centralized training with decentralized execution (CTDE), where centralized critics leverage global informatio…
cs.LG2025
Addressing Mark Imbalance in Integration-free Neural Marked Temporal Point Processes
Sishun Liu, Ke Deng, Yongli Ren +2
Marked Temporal Point Process (MTPP) has been well studied to model the event distribution in marked event streams, which can be used to predict the mark and arrival time of the ne…