most citedHebbian Physics Networks: A Self-Organizing Computational Architecture Based on Local Physical Laws

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cs.LG2026

Online Adaptive Reinforcement Learning with Echo State Networks for Non-Stationary Dynamics

Aoi Yoshimura, Gouhei Tanaka

Reinforcement learning (RL) policies trained in simulation often suffer from severe performance degradation when deployed in real-world environments due to non-stationary dynamics.…

cs.LG2026

Hand Gesture Recognition from Doppler Radar Signals Using Echo State Networks

Towa Sano, Gouhei Tanaka

Hand gesture recognition (HGR) is a fundamental technology in human computer interaction (HCI).In particular, HGR based on Doppler radar signals is suited for in-vehicle interfaces…