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Amartya Mukherjee
University of Waterloo - Waterloo / Canada
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 5371719
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Amartya Mukherjee's MOST POPULAR ARTICLES
1-)
Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and VerificationY Meng, R Zhou, A Mukherjee, M Fitzsimmons, C Song, J LiuarXiv preprint arXiv:2402.10119, 202452024
2-)
Bridging Physics-Informed Neural Networks with Reinforcement Learning: Hamilton-Jacobi-Bellman Proximal Policy Optimization (HJBPPO)A Mukherjee, J LiuICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 202352023
3-)
A Comparison of Reward Functions in Q-Learning Applied to a Cart Position ProblemA MukherjeearXiv preprint arXiv:2105.11617, 202142021
4-)
Actor-Critic Methods using Physics-Informed Neural Networks: Control of a 1D PDE Model for Fluid-Cooled Battery PacksA Mukherjee, J LiuICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 202312023
5-)
Manifold-Guided Lyapunov Control with Diffusion ModelsA Mukherjee, T Quartz, J LiuarXiv preprint arXiv:2403.17692, 20242024
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