Skip to content

getumen/burn-rl-example

Repository files navigation

burn-rl-example

use Python 3.11

cargo run --bin trainer --release -- expectation sym-log squared --artifacts-path artifacts --env-name Acrobot-v1 --batch-size 64 --n-step 3 --bellman-gamma 0.99 --prioritized --dueling --double-dqn --noisy --render
cargo run --bin trainer --release -- categorical sym-log squared --artifacts-path artifacts --env-name CartPole-v1 --batch-size 64 --n-step 3 --bellman-gamma 0.99 --prioritized --dueling --double-dqn --noisy --render
cargo run --bin trainer --release -- quantile sym-log squared --artifacts-path artifacts --env-name MountainCar-v0 --batch-size 64 --n-step 3 --bellman-gamma 0.99 --prioritized --dueling --double-dqn --noisy --render
cargo run --bin trainer --release -- expectation sym-log squared --artifacts-path artifacts --env-name LunarLander-v2 --batch-size 64 --n-step 3 --bellman-gamma 0.99 --prioritized --dueling --double-dqn --noisy --render
cargo run --bin trainer --release -- categorical sym-log squared --artifacts-path artifacts --env-name Breakout-v4 --batch-size 64 --n-step 3 --bellman-gamma 0.99 --prioritized --dueling --double-dqn --noisy --render
cargo run --bin trainer --release -- quantile sym-log squared --artifacts-path artifacts --env-name SuperMarioBros-v3 --batch-size 64 --n-step 3 --bellman-gamma 0.99 --prioritized --dueling --double-dqn --noisy --render

plot rewards

rye run python python/plot_rewards.py --dir artifacts/LunarLander-v2/20240714_182951/

About

No description, website, or topics provided.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published