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Robot policies can now explicitly track and act upon physical time, unlocking robust performance in tasks requiring precise temporal reasoning and long-term memory.
TFP achieves a remarkable boost in manipulation task success rates, demonstrating that memory dynamics can significantly enhance VLA policies in challenging environments.