IEEE

Kernel-Based Actor–Critic Learning Framework for Autonomous Brain Control on Trajectory

Abstract: Reinforcement learning (RL)-based brain–machine interfaces (BMIs) hold promise for restoring motor functions in paralyzed individuals. These interfaces ...

The Each Child Foundation Announces Expanded Efforts to Build Support for Early Childhood Opportunity

The Each Child Foundation has announced its expanded efforts to engage donors and partners in supporting integrated early ...

Rhode Island must continue investing in the mental health of its youngest children

Many young children experience significant mental health challenges that interfere with their development, relationships, and ...

KHDA sets new health and safety standards for Dubai's early childhood centres

Discover KHDA's new standards for early childhood centres in Dubai, focusing on health, safety, and quality of life. Learn ...
IEEE

A Multimodal Consistency-Based Self-Supervised Contrastive Learning Framework for Automated Sleep Staging in Patients With Disorders of Consciousness

Abstract: Sleep is a fundamental human activity, and automated sleep staging holds considerable investigational potential. Despite numerous deep learning methods proposed for sleep staging that ...
GitHub

Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework

For a minimal example of how to use the environment framework, refer to examples/simple-calculator. For the environment and training data used in our paper, see AgentBench FC. For reproducing the ...