Focus project on JAX PPO

legacy/ismcts/autonomous_cycle_eval.sh

@@ -0,0 +1,31 @@
+#!/bin/bash
+# Autonomous cycle eval helper.
+# Usage: ./autonomous_cycle_eval.sh <run-prefix> [extra eval args...]
+# Finds latest run matching prefix, runs eval --ckpt latest.pt with 30 games,
+# and reports: timeouts, natural-end wins per opponent.
+
+set -euo pipefail
+
+PREFIX="${1:-}"
+shift || true
+
+if [ -z "$PREFIX" ]; then
+    echo "usage: $0 <run-prefix> [extra eval args...]"
+    exit 1
+fi
+
+RUN=$(ls -td runs/*${PREFIX}* 2>/dev/null | head -1)
+if [ -z "$RUN" ]; then
+    echo "no run matching ${PREFIX}" >&2
+    exit 1
+fi
+
+CKPT="$RUN/latest.pt"
+if [ ! -f "$CKPT" ]; then
+    echo "no checkpoint at $CKPT" >&2
+    exit 1
+fi
+
+echo "=== eval $CKPT ==="
+uv run python -m coolrl_lost_cities.games.classic.ismcts.cli \
+    eval --ckpt "$CKPT" --games 30 --verbose "$@" 2>&1