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Manan Tayal — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Manan Tayal
16
papers ·
13
citations ·
5
h-index
National Intelligence University · Texas Instruments (Norway) · Indian Institute of Science Bangalore
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Most-cited papers
MAD-PINN: A Decentralized Physics-Informed Machine Learning Framework for Safe and Optimal Multi-Agent Control
2025
Safe Flow Q-Learning: Offline Safe Reinforcement Learning with Reachability-Based Flow Policies
2026
Epigraph-Guided Flow Matching for Safe and Performant Offline Reinforcement Learning
2026
A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems
2025
Top co-authors
Aditya Singh
· 2
Mumuksh Tayal
· 2
Shishir Kolathaya
· 2
Somil Bansal
· 2
Ravi Prakash
· 1
Topics
cs.AI
cs.LG
cs.RO
Safe RL
Model-Based RL