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games: leave the bots at school, and a note saying where they are

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The policy on main is a 300k-hand placeholder — real, and the bots play a proper
game off it, but thin. A 20M-hand run is still going on millenia. Both the plan
and the memory now say exactly how to collect it, and how to start it again if
it is lost. Nothing in the code is waiting on it: the policy is a data file, and
a better one only makes the bots harder to beat.

Claude-Session: https://claude.ai/code/session_013M5nD7PgUboJXoDcYHzpuJ
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prosolis
2026-07-14 09:28:13 -07:00
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pete_games_plan.md
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@@ -479,6 +479,33 @@ A multi-session build. This section is the handover; read it before anything els
size, with chips scaled to match. The bet total hangs *below* the ring
(`.pete-spot-total`), which is the existing rule for exactly this reason.
### Pick this up here — a 20M-hand policy is still training
The `policy.gob` on main is a **300,000-hand run** — a placeholder. It works (95%
heads-up hit rate, and the bots play a real game off it), but it is thin: 4,129
nodes. A **20,000,000-hand run** was started on millenia on 2026-07-14 and needs
collecting:
```sh
ssh reala@192.168.1.212 'tail -2 ~/pete-train/train.log' # is it done?
scp reala@192.168.1.212:~/pete-train/policy-new.gob internal/games/holdem/policy.gob
go test ./internal/games/holdem/ -run TestTheBotsAreActuallyTrained -v # hit rate must hold ≥60%
```
Then re-drive the table in a browser and commit it. If the run was lost, just do it
again — it is one command and about an hour:
```sh
rsync -az --delete --exclude .git --exclude node_modules ./ reala@192.168.1.212:~/pete-train/
ssh reala@192.168.1.212 'cd ~/pete-train && go build ./cmd/holdem-train && \
nohup ./holdem-train -iterations 20000000 -workers 30 -out ~/pete-train/policy-new.gob \
> ~/pete-train/train.log 2>&1 &'
```
millenia (`reala@192.168.1.212`) has 32 cores and does ~250k hands a minute. The
local box does ~110k. Nothing about the *code* is waiting on this — the policy is a
data file, and a better one only makes the bots harder.
### Next, in order
1. **Deploy.** Hangman, solitaire, trivia, UNO and hold'em are all played and all