cleanrl / BreakoutNoFrameskip-v4-dqn_atari_jax-seed1

huggingface.co
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Model's Last Updated: December 16 2022
reinforcement-learning

Introduction of BreakoutNoFrameskip-v4-dqn_atari_jax-seed1

Model Details of BreakoutNoFrameskip-v4-dqn_atari_jax-seed1

(CleanRL) DQN Agent Playing BreakoutNoFrameskip-v4

This is a trained model of a DQN agent playing BreakoutNoFrameskip-v4. The model was trained by using CleanRL and the most up-to-date training code can be found here .

Command to reproduce the training
curl -OL https://huggingface.co/cleanrl/BreakoutNoFrameskip-v4-dqn_atari_jax-seed1/raw/main/dqn.py
curl -OL https://huggingface.co/cleanrl/BreakoutNoFrameskip-v4-dqn_atari_jax-seed1/raw/main/pyproject.toml
curl -OL https://huggingface.co/cleanrl/BreakoutNoFrameskip-v4-dqn_atari_jax-seed1/raw/main/poetry.lock
poetry install --all-extras
python dqn_atari_jax.py --track --capture-video --save-model --upload-model --hf-entity cleanrl --env-id BreakoutNoFrameskip-v4 --seed 1

Hyperparameters

{'batch_size': 32,
 'buffer_size': 1000000,
 'capture_video': True,
 'end_e': 0.01,
 'env_id': 'BreakoutNoFrameskip-v4',
 'exp_name': 'dqn_atari_jax',
 'exploration_fraction': 0.1,
 'gamma': 0.99,
 'hf_entity': 'cleanrl',
 'learning_rate': 0.0001,
 'learning_starts': 80000,
 'save_model': True,
 'seed': 1,
 'start_e': 1,
 'target_network_frequency': 1000,
 'total_timesteps': 10000000,
 'track': True,
 'train_frequency': 4,
 'upload_model': True,
 'wandb_entity': None,
 'wandb_project_name': 'cleanRL'}

Runs of cleanrl BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 on huggingface.co

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BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 huggingface.co

BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 huggingface.co is an AI model on huggingface.co that provides BreakoutNoFrameskip-v4-dqn_atari_jax-seed1's model effect (), which can be used instantly with this cleanrl BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 model. huggingface.co supports a free trial of the BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 model, and also provides paid use of the BreakoutNoFrameskip-v4-dqn_atari_jax-seed1. Support call BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 model through api, including Node.js, Python, http.

BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 huggingface.co Url

https://huggingface.co/cleanrl/BreakoutNoFrameskip-v4-dqn_atari_jax-seed1

cleanrl BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 online free

BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 huggingface.co is an online trial and call api platform, which integrates BreakoutNoFrameskip-v4-dqn_atari_jax-seed1's modeling effects, including api services, and provides a free online trial of BreakoutNoFrameskip-v4-dqn_atari_jax-seed1, you can try BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 online for free by clicking the link below.

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https://huggingface.co/cleanrl/BreakoutNoFrameskip-v4-dqn_atari_jax-seed1

BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 install

BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 is an open source model from GitHub that offers a free installation service, and any user can find BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 on GitHub to install. At the same time, huggingface.co provides the effect of BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 install, users can directly use BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 install url in huggingface.co:

https://huggingface.co/cleanrl/BreakoutNoFrameskip-v4-dqn_atari_jax-seed1

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BreakoutNoFrameskip-v4-dqn_atari_jax-seed1 huggingface.co Url

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