FPMCO decomposes multi-constraint RL into KL-projection sub-problems, achieving higher reward with lower computing than second-order rivals on the new SCIG robotics benchmark.

Students haven't lost the ability to work through confusion, but they've developed an automatic reflex to avoid it. Remove the escape hatch, and the ability returns within minutes.

Optical computing has emerged as a powerful approach for high-speed and energy-efficient information processing. Diffractive ...

Advances in imaging and machine learning In their previous work, Hong's team, under the joint leadership of Prof. Limei Xu and Prof. Ying Jiang at Peking University, made significant strides toward a ...

MIT’s Recursive Language Models rethink AI memory by treating documents like searchable environments, enabling models to ...