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cs.LG2025
AltNet: Addressing the Plasticity-Stability Dilemma in Reinforcement Learning
Mansi Maheshwari, John C. Raisbeck, Bruno Castro da Silva
Artificial neural networks have shown remarkable success in supervised learning when trained on a single task using a fixed dataset. However, when neural networks are trained on a…
cs.LG2022
A Scalable Finite Difference Method for Deep Reinforcement Learning
Matthew Allen, John Raisbeck, Hakho Lee
Several low-bandwidth distributable black-box optimization algorithms in the family of finite differences such as Evolution Strategies have recently been shown to perform nearly as…