Actor-Critic Methods using Physics-Informed Neural Networks: Control of
a 1D PDE Model for Fluid-Cooled Battery Packs

Actor-Critic Methods using Physics-Informed Neural Networks: Control of a 1D PDE Model for Fluid-Cooled Battery Packs

18 May 2023

Amartya Mukherjee

Jun Liu

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Papers citing "Actor-Critic Methods using Physics-Informed Neural Networks: Control of a 1D PDE Model for Fluid-Cooled Battery Packs"

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Title
Deep Transformer Q-Networks for Partially Observable Reinforcement Learning Kevin Esslinger Robert Platt Chris Amato OffRL 72 38 0 02 Jun 2022
Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators Jonas Nicodemus Jonas Kneifl Jörg Fehr B. Unger PINN AI4CE 59 56 0 22 Sep 2021
Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling Franck Djeumou Cyrus Neary Eric Goubault S. Putot Ufuk Topcu PINN AI4CE 81 72 0 14 Sep 2021
Hamilton-Jacobi Deep Q-Learning for Deterministic Continuous-Time Systems with Lipschitz Continuous Controls Jeongho Kim Jaeuk Shin Insoon Yang 44 35 0 27 Oct 2020
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 532 19,265 0 20 Jul 2017