burn-rl with valid moves

bot/scripts/trainValid.sh

@@ -0,0 +1,38 @@
+#!/usr/bin/env sh
+
+ROOT="$(cd "$(dirname "$0")" && pwd)/../.."
+LOGS_DIR="$ROOT/bot/models/logs"
+
+CFG_SIZE=11
+OPPONENT="random"
+
+PLOT_EXT="png"
+
+train() {
+  cargo build --release --bin=train_dqn_burn_valid
+  NAME="trainValid_$(date +%Y-%m-%d_%H:%M:%S)"
+  LOGS="$LOGS_DIR/$NAME.out"
+  mkdir -p "$LOGS_DIR"
+  LD_LIBRARY_PATH="$ROOT/target/release" "$ROOT/target/release/train_dqn_burn_valid" | tee "$LOGS"
+}
+
+plot() {
+  NAME=$(ls "$LOGS_DIR" | tail -n 1)
+  LOGS="$LOGS_DIR/$NAME"
+  cfgs=$(head -n $CFG_SIZE "$LOGS")
+  for cfg in $cfgs; do
+    eval "$cfg"
+  done
+
+  # tail -n +$((CFG_SIZE + 2)) "$LOGS"
+  tail -n +$((CFG_SIZE + 2)) "$LOGS" |
+    grep -v "info:" |
+    awk -F '[ ,]' '{print $5}' |
+    feedgnuplot --lines --points --unset grid --title "adv = $OPPONENT ; density = $dense_size ; decay = $eps_decay ; max steps = $max_steps" --terminal $PLOT_EXT >"$LOGS_DIR/$OPPONENT-$dense_size-$eps_decay-$max_steps-$NAME.$PLOT_EXT"
+}
+
+if [ "$1" = "plot" ]; then
+  plot
+else
+  train
+fi