Aerospace and Mechanical Insider on MSN

Hierarchical reinforcement learning boosts air defense efficiency

Modern air defense confrontations demand rapid, precise task assignments in environments where threats evolve within seconds.
Nature

Efficient and assured reinforcement learning-based building HVAC control with heterogeneous ...

Buildings account for around \(40\%\)of the energy consumption in the United States, of which nearly half is by the heating, ventilation, and air conditioning (HVAC) systems 1. In addition, the ...
Nature

Reinforcement learning-based control for waste biorefining processes under uncertainty

Waste has emerged as a significant challenge to both local and global sustainable development. According to projections, annual solid waste generation is expected to increase by 70% by 2050, reaching ...
Aerospace and Mechanical Insider on MSN

Reinforcement learning boosts exoskeleton squat stability

Robotic lower extremity rehabilitation exoskeletons face a persistent challenge: maintaining stability and robustness during ...