Robot policies are being scored by predicted futures and execution latency
The day is dominated by robotics papers that treat Vision-Language-Action (VLA) policy quality as a closed-loop control problem.
Topic summary
Affordance Grounding
VLA Robot Policy Preflight
Robot teams now have concrete ways to test VLA policies before wider hardware runs: closed-loop imagined rollouts for checkpoint screening, latency-success sweeps for action decoding, and synthetic recovery data for…