Linux Journal

Self-Tuning Linux Kernels: How LLM-Driven Agents Are Reinventing Scheduler Policies

SchedCP comprises two primary subsystems: a control-plane framework and an agent loop that interacts with it. The framework ...
The Gazette

‘A model example’: 10th Circuit OK’s Colorado’s non-discrimination requirement for universal pre-K

The Denver-based federal appeals court ruled on Tuesday that Colorado’s universal pre-kindergarten program does not violate the rights of religious preschool operators by requiring participating ...
IEEE

Mechanical Intelligence-Aware Curriculum Reinforcement Learning for Humanoids with Parallel Actuation

Abstract: Reinforcement learning (RL) has enabled advances in humanoid robot locomotion, yet most learning frameworks do not account for mechanical intelligence embedded in parallel actuation ...
IEEE

Feature Enhancement and Extraction Method of Parallel Arc Fault in Three-Phase Motor and Frequency Converter Load Circuit

Abstract: The parallel arc fault is one of the most important causes of electrical fire. However, there is no effective detection method for parallel arc fault. To solve this problem, a fault feature ...
GitHub

DPO model trained with megatron backend has inferior benchmark result

for model A, we used Dtensor backend with 1 node; for model B, we used Megatron backend with 4 nodes. All the other hyperparams are the same. However, model B has inferior benchmark result (ifeval) ...