DQN Agent playing SpaceInvadersNoFrameskip-v4

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

Evaluation Results

  • Mean Reward: 680.00 +/- 231.26
  • Score (mean - std): 448.74 (Required: >= 200.0)

Usage

from stable_baselines3 import DQN
from huggingface_sb3 import load_from_hub

repo_id = "saisowrya/dqn-SpaceInvadersNoFrameskip-v4"
filename = "dqn-SpaceInvadersNoFrameskip-v4.zip"

model = load_from_hub(repo_id=repo_id, filename=filename)
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Evaluation results

  • mean_reward on SpaceInvadersNoFrameskip-v4
    self-reported
    680.00 +/- 231.26