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cs.LG2026
Co2PO: Coordinated Constrained Policy Optimization for Multi-Agent RL
Shrenik Patel, Christine Truong
Constrained multi-agent reinforcement learning (MARL) faces a fundamental tension between exploration and safety-constrained optimization. Existing leading approaches, such as Lagr…
cs.CV2026
DoubleTake: Contrastive Reasoning for Faithful Decision-Making in Medical Imaging
Daivik Patel, Shrenik Patel
Accurate decision making in medical imaging requires reasoning over subtle visual differences between confusable conditions, yet most existing approaches rely on nearest neighbor r…