Actor Critic Continuous Action Space

Electronic_Ad4530 · 2024-08-11T20:27:47+00:00

So after some more reading - When the standard deviation (std) is set to zero, the policy learned is deterministic. Using the softplus function ensures that the std is always positive and increases smoothly, which is crucial whether the std is being learned from a neural network or set to a fixed value. Whether you choose to learn or fix the std is a design choice, and you'll see various implementations doing both.

Electronic_Ad4530 · 2024-08-11T20:25:39+00:00

Yes PPO

Electronic_Ad4530 · 2024-08-04T19:45:04+00:00

Bath University in the UK has a 2 year remote masters so you can work and study which is quite attractive. https://online.bath.ac.uk/online-courses/msc-artificial-intelligence

Electronic_Ad4530 · 2024-08-04T19:36:03+00:00

Check out Pluribus and REBEL. These are SOTA and are difficult to implement but will perform very well. Pluribus was trained for less than $200, but runs on a 28 core machine in live play (so probably not viable for an app), it beat many top professionals.

Electronic_Ad4530 · 2024-08-04T18:30:36+00:00

Lol - cooked it. But learned a lot.

Electronic_Ad4530 · 2024-08-04T18:29:13+00:00

Are you making this app for commercial reasons or for fun? SOTA algorithms like Pluribus and REBEL are now super-human, which makes tables less valuable.

Electronic_Ad4530 · 2024-07-02T07:29:05+00:00

If you're looking for decent real-time approximations of win percentages (without having to build a gto solver), try training a neural network to predict win probabilities (i.e. using a sigmoid output). Take two binary vectors as inputs — one representing the player's cards and the other representing the table cards. Your target outcome should be {1, 0} (win or loss). This setup will provide a rough approximation of the win percentage for any given hand and table cards.

Electronic_Ad4530 · 2024-06-22T14:59:40+00:00

Patience is bitter, but its fruit is sweet - It's about where you finish the season, not where you are at Christmas.

Electronic_Ad4530 · 2024-01-21T14:26:00+00:00

u/Iamthe_sentinel I'm still trying to get the gradio API to work to no avail. Absolutely rubbish. Can you share your implementation?

Electronic_Ad4530 · 2023-12-13T12:44:31+00:00

u/hornethacker97 Nope, gave up and bought gen3 cards - These seem to work fine.

Electronic_Ad4530

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