98,000 Simulated Evaluations Reveal Surprisingly Smart Robot Reasoning

Princeton's Tom Silver introduced AgenticGenTAMP, evaluating Google DeepMind's Astra robot across 28 simulated environments with 98,000 runs. The robot displayed physical reasoning smarter than the team expected—a rarity Silver called remarkable in his career.

2026-09-25 ~ 2026-09-25 · 4 related posts

• Robots acting 'unexpectedly clever': AgenticGenTAMP thread showcases emergent behaviors — tomssilver · 2026-09-25
• 98,000 simulated evaluations reveal robots making surprisingly clever physical reasoning — tomssilver · 2026-09-25
• Robots doing unexpectedly clever things: problems unsolvable six months ago now cracked — tomssilver · 2026-09-25
• DeepMind's Astra Robot Evaluated 98,000 Times Across 28 Simulated Environments — tomssilver · 2026-09-25