Original ResearchPublished 5 October 2026Improving performance in SNN-based deep reinforcement learning via transition-aware embeddingsHiroto Takigasaki · Takahiro Iwata · Seankein Yoshioka · Daisuke MikiFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1929177