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cs.AI2018★ 2 cited
Deep In-GPU Experience Replay
Ben Parr
Experience replay allows a reinforcement learning agent to train on samples from a large amount of the most recent experiences. A simple in-RAM experience replay stores these most…
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…