PPO playing impala-BreakoutNoFrameskip-v4 from https://github.com/sgoodfriend/rl-algo-impls/tree/e47a44c4d891f48885af0b1605b30d19fc67b5af
b05c680
source benchmarks/train_loop.sh | |
export WANDB_PROJECT_NAME="rl-algo-impls" | |
BENCHMARK_MAX_PROCS="${BENCHMARK_MAX_PROCS:-3}" | |
ALGOS=( | |
# "vpg" | |
"dqn" | |
# "ppo" | |
) | |
ENVS=( | |
# Basic | |
"CartPole-v1" | |
"MountainCar-v0" | |
# "MountainCarContinuous-v0" | |
"Acrobot-v1" | |
"LunarLander-v2" | |
# # PyBullet | |
# "HalfCheetahBulletEnv-v0" | |
# "AntBulletEnv-v0" | |
# "HopperBulletEnv-v0" | |
# "Walker2DBulletEnv-v0" | |
# # CarRacing | |
# "CarRacing-v0" | |
# Atari | |
"PongNoFrameskip-v4" | |
"BreakoutNoFrameskip-v4" | |
"SpaceInvadersNoFrameskip-v4" | |
"QbertNoFrameskip-v4" | |
) | |
train_loop "${ALGOS[*]}" "${ENVS[*]}" | xargs -I CMD -P $BENCHMARK_MAX_PROCS bash -c CMD | |