This valuable study introduces a self-supervised machine learning method to classify C. elegans postures and behaviors directly from video data, offering an alternative to the skeleton-based ...

In order to obtain more stable solutions, a distributed approximate gradient descent optimization algorithm and conflict resolution mechanism are proposed, which enhances the convergence of our method ...

This is a simple mini-batch gradient descent algorithm written in Rust, designed as a test prototype to optimize a single weight parameter by minimizing a mean ...

To address this issue, The combined modeling approach for hysteresis, integrating the improved gradient descent method, is proposed. This method incorporates a hysteresis operator at the input of a ...

cd incremental_rl python hyp_sweep.py --algo "avg" --hyp_seed 122 --env ... 294 --env "Hopper-v4" --N 10001000 @inproceedings{vasan2024deep, title={Deep Policy Gradient Methods Without Batch Updates, ...

Voltage-dependence gating of ion channels underlies numerous physiological and pathophysiological processes, and disruption of normal voltage gating is the cause of many channelopathies. Here, long ...