Shanghai Science Intelligence Institute's PackingStar RL system breaks kissing number records in 12-31 dimensions using dual-agent matrix filling. Player 1 fills, Player 2 prunes for optimal high-dim sphere packing. Discovers 6000+ new structures, praised by MIT's Henry Cohn.
Key Points
- 1.Multi-dim breakthroughs (12,13,14,17,20+)
- 2.Dual RL agents: filler and pruner
- 3.Transforms geometry to GPU-parallel algebra
Impact Analysis
Advances AI-for-Math paradigm; enables systematic high-dim geometry progress after 50-year stagnation.
Technical Details
Cosine matrix iteration; rational structure discovery; updates authoritative Cohn leaderboard.