Can I read Understanding the Hogwild! Algorithm on EtoBox?

Understanding the Hogwild! Algorithm by Monday ABDOUL is a document available to read on EtoBox.

What is Understanding the Hogwild! Algorithm about?

The document discusses the differences between on-policy and off-policy training in global networks, highlighting the challenges of local gradient calculations and data transfer costs. It introduces the Hogwild! algorithm, a lock-free stochastic gradient descent method that leverages sparsity in parameter updates to improve training speed while minimizing conflicts. The effectiveness of Hogwild! in deep reinforcement learning (RL) is noted as an open problem, with a minimal implementation example provided u

Author

Monday ABDOUL

Language

EN