roboticsfactneutralSoft eligibility gates that replace hard binary thresholds with smooth exponential decay preserve gradient signals for near-threshold agents, addressing scarcity in reward signalsMachine Learning27 Jul 2026http://arxiv.org/abs/2607.02496v1