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cs.LG2022
Paused Agent Replay Refresh
Benjamin Parr
Reinforcement learning algorithms have become more complex since the invention of target networks. Unfortunately, target networks have not kept up with this increased complexity, i…
cs.LG2018
Convergence Analysis of Gradient Descent Algorithms with Proportional Updates
Igor Gitman, Deepak Dilipkumar, Ben Parr
The rise of deep learning in recent years has brought with it increasingly clever optimization methods to deal with complex, non-linear loss functions. These methods are often desi…