# Runs on a single g3.16xl node
# See https://github.com/ray-project/rl-experiments for results
atari-a2c:
    env:
        grid_search:
            - BreakoutNoFrameskip-v4
            - BeamRiderNoFrameskip-v4
            - QbertNoFrameskip-v4
            - SpaceInvadersNoFrameskip-v4
    run: A2C
    config:
        # Works for both torch and tf.
        framework: tf
        rollout_fragment_length: 20
        clip_rewards: True
        num_workers: 5
        num_envs_per_worker: 5
        num_gpus: 1
        lr_schedule: [
            [0, 0.0007],
            [20000000, 0.000000000001],
        ]