Research· AI-written
Rollback: experience backtracking in world models for policy improvement
This paper introduces Rollback, a training paradigm that lets robot world models rewind to past decisions and explore alternative futures. This approach significantly improves success rates on challenging real-world tasks compared to standard forward-only methods.
Oct 28, 2026 · 3 min read