Manan Tayal

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upvoted a paper 28 days ago

Safe Flow Q-Learning: Offline Safe Reinforcement Learning with Reachability-Based Flow Policies

Paper • 2603.15136 • Published Mar 16 • 4

upvoted 2 papers about 1 month ago

MAD-PINN: A Decentralized Physics-Informed Machine Learning Framework for Safe and Optimal Multi-Agent Control

Paper • 2509.23960 • Published Sep 28, 2025 • 1

Epigraph-Guided Flow Matching for Safe and Performant Offline Reinforcement Learning

Paper • 2602.08054 • Published Feb 8 • 1