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cs.RO2026
When Plans Change, Remember: Replanning-Guided Visual Memory for Vision-Language-Action Models
Victoria Smelova, Daniil Kazachkov, Georgiy Kazantsev +6
Long-horizon, multi-stage Vision-Language-Action (VLA) policies often require visual information that is no longer present in the current observation. Retaining the complete observ…
cs.RO2025
Mind and Motion Aligned: A Joint Evaluation IsaacSim Benchmark for Task Planning and Low-Level Policies in Mobile Manipulation
Nikita Kachaev, Andrei Spiridonov, Andrey Gorodetsky +8
Benchmarks are crucial for evaluating progress in robotics and embodied AI. However, a significant gap exists between benchmarks designed for high-level language instruction follow…