Jstris 100L Cheese Race Bot - 169 Pieces (World Record) скачать в хорошем качестве

Jstris 100L Cheese Race Bot - 169 Pieces (World Record)

NO HACKS! The bot only sees what humans can see (garbage, piece queue, etc). I always found it weird that human pros (freyhoe 170, qinghan 171) have historically beaten bots (blockfish 173). I suspect the reason is that the information available is severely limited (garbage, piece queue), and thus the speed of calculation matters significantly less compared to the intuition/evaluation of states. Experimentally, performance plateaus after ~10k nodes searched per move. I found it surprising how even garbage/piece speculation (which is notoriously effective in VS) actually worsened performance. Hognose uses an architecture similar to Cobra, and is trained via reinforcement learning (~200k games). I personally still think peak human is superior, but due to how heavily RNG matters, the sheer volume of games a bot can play allows it to eventually brute-force a better score. Internally, I have seen Hognose hit 167, though on a random seed, it averages just under 200. Special thanks to Tyrcnex for help connecting to Jstris, and of course, jezevec10 for giving me permission. Timing-based soft-drop was painful (sometimes the piece doesn't drop at all or goes multiple rows at once). Replay: https://jstris.jezevec10.com/replay/1...