agentsfactbullishAdaptive Anticipatory Policy Trees improve agent success rate from 0.50 to 0.79 within contested decision windows by pre-computing conditional policy trees during idle periodsMachine Learning02 Aug 2026http://arxiv.org/abs/2607.28399v1