config.json

{
    "attacker_type": 0,
    "defender_type": 6,
    "env_name": "idsgame-maximal_attack-v9",
    "idsgame_config": null,
    "initial_state_path": null,
    "logger": null,
    "mode": 1,
    "output_dir": "/media/kim/HDD/workspace/gym-idsgame/experiments/training/v9/maximal_attack/dqn",
    "py/object": "gym_idsgame.config.client_config.ClientConfig",
    "q_agent_config": {
        "alpha": 1e-05,
        "attacker": false,
        "attacker_load_path": null,
        "checkpoint_freq": 5000,
        "defender": true,
        "defender_load_path": null,
        "dqn_config": {
            "batch_size": 32,
            "gpu": true,
            "hidden_activation": "ReLU",
            "hidden_dim": 64,
            "input_dim": 44,
            "loss_fn": "Huber",
            "lr_decay_rate": 0.999,
            "lr_exp_decay": true,
            "num_hidden_layers": 1,
            "optimizer": "Adam",
            "output_dim": 40,
            "py/object": "gym_idsgame.agents.q_learning.dqn.dqn_config.DQNConfig",
            "replay_memory_size": 10000,
            "replay_start_size": 1000,
            "target_network_update_freq": 1000,
            "tensorboard": true,
            "tensorboard_dir": "/media/kim/HDD/workspace/gym-idsgame/experiments/training/v9/maximal_attack/dqn/results/tensorboard"
        },
        "epsilon": 1,
        "epsilon_decay": 0.9999,
        "eval_episodes": 100,
        "eval_frequency": 1000,
        "eval_log_frequency": 1,
        "eval_render": false,
        "eval_sleep": 0.9,
        "gamma": 0.99,
        "gif_dir": "/media/kim/HDD/workspace/gym-idsgame/experiments/training/v9/maximal_attack/dqn/results/gifs",
        "gifs": true,
        "logger": null,
        "min_epsilon": 0.01,
        "num_episodes": 20001,
        "py/object": "gym_idsgame.agents.q_learning.q_agent_config.QAgentConfig",
        "random_seed": 0,
        "render": false,
        "save_dir": "/media/kim/HDD/workspace/gym-idsgame/experiments/training/v9/maximal_attack/dqn/results/data",
        "train_log_frequency": 100,
        "video": true,
        "video_dir": "/media/kim/HDD/workspace/gym-idsgame/experiments/training/v9/maximal_attack/dqn/results/videos",
        "video_fps": 5,
        "video_frequency": 101
    },
    "random_seeds": [
        0,
        999,
        299,
        399,
        499
    ],
    "run_many": true,
    "simulation_config": null,
    "title": "AttackMaximalAttacker vs TrainingDQNAgent"
}