DQN Agent playing SpaceInvadersNoFrameskip-v4

This is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4 using the stable-baselines3 library.

Evaluation Results

  • Mean Reward: 646.00 +/- 287.55
  • Score (Mean - Std): 358.45 (Requirement: >= 200.0)

Usage (with Stable-baselines3)

from stable_baselines3 import DQN
from huggingface_sb3 import load_from_hub

checkpoint = load_from_hub(
    repo_id="Yujana/dqn-SpaceInvadersNoFrameskip-v4",
    filename="dqn-SpaceInvadersNoFrameskip-v4.zip",
)
model = DQN.load(checkpoint)
Downloads last month
14
Video Preview
loading

Evaluation results

  • mean_reward on SpaceInvadersNoFrameskip-v4
    self-reported
    646.00 +/- 287.55