sb3 / a2c-Ant-v3

huggingface.co
Total runs: 28
24-hour runs: 0
7-day runs: 17
30-day runs: 10
Model's Last Updated: October 11 2022
reinforcement-learning

Introduction of a2c-Ant-v3

Model Details of a2c-Ant-v3

A2C Agent playing Ant-v3

This is a trained model of a A2C agent playing Ant-v3 using the stable-baselines3 library and the RL Zoo .

The RL Zoo is a training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Usage (with SB3 RL Zoo)

RL Zoo: https://github.com/DLR-RM/rl-baselines3-zoo
SB3: https://github.com/DLR-RM/stable-baselines3
SB3 Contrib: https://github.com/Stable-Baselines-Team/stable-baselines3-contrib

# Download model and save it into the logs/ folder
python -m rl_zoo3.load_from_hub --algo a2c --env Ant-v3 -orga sb3 -f logs/
python enjoy.py --algo a2c --env Ant-v3  -f logs/
Training (with the RL Zoo)
python train.py --algo a2c --env Ant-v3 -f logs/
# Upload the model and generate video (when possible)
python -m rl_zoo3.push_to_hub --algo a2c --env Ant-v3 -f logs/ -orga sb3
Hyperparameters
OrderedDict([('n_timesteps', 1000000.0),
             ('normalize', True),
             ('policy', 'MlpPolicy'),
             ('normalize_kwargs', {'norm_obs': True, 'norm_reward': False})])

Runs of sb3 a2c-Ant-v3 on huggingface.co

28
Total runs
0
24-hour runs
2
3-day runs
17
7-day runs
10
30-day runs

More Information About a2c-Ant-v3 huggingface.co Model

a2c-Ant-v3 huggingface.co

a2c-Ant-v3 huggingface.co is an AI model on huggingface.co that provides a2c-Ant-v3's model effect (), which can be used instantly with this sb3 a2c-Ant-v3 model. huggingface.co supports a free trial of the a2c-Ant-v3 model, and also provides paid use of the a2c-Ant-v3. Support call a2c-Ant-v3 model through api, including Node.js, Python, http.

a2c-Ant-v3 huggingface.co Url

https://huggingface.co/sb3/a2c-Ant-v3

sb3 a2c-Ant-v3 online free

a2c-Ant-v3 huggingface.co is an online trial and call api platform, which integrates a2c-Ant-v3's modeling effects, including api services, and provides a free online trial of a2c-Ant-v3, you can try a2c-Ant-v3 online for free by clicking the link below.

sb3 a2c-Ant-v3 online free url in huggingface.co:

https://huggingface.co/sb3/a2c-Ant-v3

a2c-Ant-v3 install

a2c-Ant-v3 is an open source model from GitHub that offers a free installation service, and any user can find a2c-Ant-v3 on GitHub to install. At the same time, huggingface.co provides the effect of a2c-Ant-v3 install, users can directly use a2c-Ant-v3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

a2c-Ant-v3 install url in huggingface.co:

https://huggingface.co/sb3/a2c-Ant-v3

Url of a2c-Ant-v3

a2c-Ant-v3 huggingface.co Url

Provider of a2c-Ant-v3 huggingface.co

sb3
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