F# counterfactual-regret-minimization Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Project mention: Counterfactual Regret Minimisation or How I won any money in Poker? | news.ycombinator.com | 2024-01-01I used CFR to solve another card game called Setback (aka Auction Pitch), which is a trick-taking game that’s similar to, but simpler than, Bridge.
It’s very effective, but slow and requires a lot of RAM. I had to create an abstract version of the game, solve that, and then map the result back to the actual game, so I didn’t end up with a perfect Nash equilibrium, but it’s still plays at a super-human level.
I think a similar approach might be possible for Hearts, but I haven’t tried it yet. Solving Bridge with CFR may be beyond our current capability, but could also be possible in the future.
[0]: https://github.com/brianberns/Setback
[1]: https://github.com/brianberns/Cfrm
Project mention: Counterfactual Regret Minimisation or How I won any money in Poker? | news.ycombinator.com | 2024-01-01I used CFR to solve another card game called Setback (aka Auction Pitch), which is a trick-taking game that’s similar to, but simpler than, Bridge.
It’s very effective, but slow and requires a lot of RAM. I had to create an abstract version of the game, solve that, and then map the result back to the actual game, so I didn’t end up with a perfect Nash equilibrium, but it’s still plays at a super-human level.
I think a similar approach might be possible for Hearts, but I haven’t tried it yet. Solving Bridge with CFR may be beyond our current capability, but could also be possible in the future.
[0]: https://github.com/brianberns/Setback
[1]: https://github.com/brianberns/Cfrm
F# counterfactual-regret-minimization discussion
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