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#!/bin/bash
# filepath: ./run_all_experiments.sh
# POPGYM Arcade environment names
# ENV_NAMES=("MineSweeperEasy" "NavigatorEasy" "CartPoleEasy" "AutoEncodeEasy" "BattleShipEasy" "NoisyCartPoleEasy" "CountRecallEasy")
# # Atari environment names
# ENV_NAMES=("Pong-v4")
# gymnax environment names
# JIT error: "Asterix-MinAtar" "Freeway-MinAtar"
ENV_NAMES=("Acrobot-v1" "Pendulum-v1" "SpaceInvaders-MinAtar" "Breakout-MinAtar" "CartPole-v1" "MountainCar-v0")
# PARTIAL_OBS=("True")
SEEDS=($(seq 0 9))
NUM_ENVS_POWERS=($(seq 1 9))
NUM_STEPS=32
# Loop over each setting combination
for env_name in "${ENV_NAMES[@]}"; do
for seed in "${SEEDS[@]}"; do
for power in "${NUM_ENVS_POWERS[@]}"; do
# Calculate number of environments using 2^power
n_envs=$(echo "2^$power" | bc)
# Export environment variables
export ENV_NAME="$env_name"
export SEED="$seed"
export NUM_ENVS="$n_envs"
export NUM_STEPS="$NUM_STEPS"
echo "Running experiment with ENV_NAME=$ENV_NAME, SEED=$SEED, NUM_ENVS=$NUM_ENVS, NUM_STEPS=$NUM_STEPS"
python PArcade_gymnax_FPS_test.py
echo "Cleaning up leftover GPU processes..."
pids=$(nvidia-smi | awk '/python/ {print $5}')
for pid in $pids; do
echo "Killing process with PID $pid"
kill -9 $pid 2>/dev/null
done
done
done
done
echo "All experiments complete."
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