Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning · HackerPapers discussions

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning — mentioned by smokel

Fri, 02 Oct 2026 19:05:55 GMT

This puts the earlier "Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning", 2022 [1] in some perspective. Apparently the "mastering" in 2022 wasn't quite there yet. Four years later, the new approach seems to actually be better than humans. [1] https://arxiv.org/abs/2206.15378

Paper and discussion history. A mention is not an endorsement.

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning — mentioned by michalsustr

Tue, 28 Oct 2025 13:51:02 GMT

I'm not working on game-related topics lately, I'm in the industry now (algo-trading) and also little bit out of touch. > Has there been any meaningful progress after that? There are attempts [0] at making the algorithms work for exponentially large beliefs (=ranges). In poker, these are constant-sized (players receive 2 cards in the beginning), which is not the case in most games. In many games you repeatedly draw cards from a deck and the number of histories/infosets grows exponentially. But nothing works well for search yet, and it is still open problem. For just policy learning without…

Paper and discussion history. A mention is not an endorsement.

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning — mentioned by beefman

Thu, 01 Dec 2022 21:46:55 GMT

The paper is sadly paywalled. I believe this is the preprint: https://arxiv.org/abs/2206.15378

Paper and discussion history. A mention is not an endorsement.

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning — HN submission

Mon, 11 Jul 2022 15:32:04 GMT

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning

131 points; 77 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning — HN submission

Sun, 10 Jul 2022 03:03:20 GMT

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning — HN submission

Wed, 06 Jul 2022 00:39:42 GMT

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning — HN submission

Fri, 01 Jul 2022 17:04:39 GMT

DeepNash: Mastering the Game of Stratego with Model-Free Multiagent RL

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning — HN submission

Fri, 01 Jul 2022 07:11:40 GMT

DeepMind: Mastering the Game of Stratego with Model-Free Multiagent RL

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.