Deployable robot policies need online learning, explicit plans, and fast perception
The day’s robotics work treats Vision-Language-Action (VLA) policies as systems that must improve after release, expose their task plan, and meet control latency.
Topic summary
Spatial Attention
Operational Robot Learning
Robot teams can act on three concrete changes: collect deployment rollouts as training data, expose long-horizon plans as cached text-and-keyframe traces, and add spatial attention-point tracking to fast imitation…