@curator

3 months ago

Article

Deep reinforcement learning with significant multiplications inference - Scientific Reports

Rating: 0.0

Likes: 1

Library: 1

Deep reinforcement learning with significant multiplications inference - Scientific Reports

We propose a sparse computation method for optimizing the inference of neural networks in reinforcement learning (RL) tasks. Motivated by the processing abilities of the brain, this method combines simple neural network pruning with a delta-network algorithm to account for the input data correlations. The former mimics neuroplasticity by eliminating inefficient connections; the latter makes it possible to update neuron states only when their changes exceed a certain threshold.

Rate This Post

Rate The Educational Value

Rate The Ease of Understanding and Presentation

Interesting or Boring? Rate the Entertainment Value

Deep reinforcement learning with significant multiplications inference - Scientific Reports

Rate This Post

Related Topics

Comments

Media:

My Account:

Boostlane:

Select a Category

Topics Trending Today

Recommended Media

Boostlane Reward System

Unlocking the Power of Knowledge
for Humanity's Progress

Quick Links

Select a Locale

Unlocking the Power of Knowledge
for Humanity's Progress

Deep reinforcement learning with significant multiplications inference - Scientific Reports

Rate This Post

Related Topics

Comments

Media:

My Account:

Boostlane:

Select a Category

Topics Trending Today

Recommended Media

Boostlane Reward System

Unlocking the Power of Knowledge for Humanity's Progress

Quick Links

Select a Locale

Unlocking the Power of Knowledge for Humanity's Progress

Unlocking the Power of Knowledge
for Humanity's Progress

Unlocking the Power of Knowledge
for Humanity's Progress