nmi-val / qlearning / setting / cartpole.json
cartpole.json
Raw
{
    "env_name": "CartPole-v1",
    "policy_name": "DqnPolicy",
    "policy_params": {
        "batch_size": 32,
        "layer_sizes": [
            32,
            32
        ],
        "double_q": true,
        "dueling": true,
        "model_type": "dense",
        "step_size": 1
    },
    "train_params": {
        "lr": 0.001,
        "epsilon": 1.0,
        "epsilon_final": 0.02,
        "warmup_episodes": 450,
        "log_every_episode": 10,
        "n_episodes": 500,
        "target_update_every_step": 10
    }
}