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CartPoleGoal-Lagomorph-seed42
odiaz1066/CartPoleGoal-Lagomorph-seed42
CartPoleGoal-Lagomorph-seed42 is a reinforcement learning model from odiaz1066. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product. It is set up for cleanrl.
This is a trained model of a DQN agent playing a custom environment named Lagomorph/CartPoleGoal-v1. This is a modification of CartPole to include a goal position where the pole should be balanced. The model was train…
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Public
Updated May 30, 2023
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At a glance
- Task
- Reinforcement Learning
- Library
- cleanrl
- Access
- Public
- Created
- May 30, 2023
- Updated
- May 30, 2023
- SHA
- eaf5cae5
Model card
From the Hugging Face model README
(CleanRL) DQN Agent Playing Lagomorph/CartPoleGoal-v1
This is a trained model of a DQN agent playing a custom environment named Lagomorph/CartPoleGoal-v1. This is a modification of CartPole to include a goal position where the pole should be balanced. The model was trained by using CleanRL.
Get Started
I'll currently update this with the github repo.
Command to reproduce the training
TODO
Hyperparameters
{'batch_size': 128,
'buffer_size': 10000,
'capture_video': True,
'checkpoint': False,
'checkpoint_frequency': 100000,
'cuda': True,
'end_e': 0.05,
'env_id': 'Lagomorph/CartPoleGoal-v1',
'exp_name': 'Lagomorph-CartPoleGoal',
'exploration_fraction': 0.5,
'gamma': 0.99,
'hf_entity': 'odiaz1066',
'initial_steps': 0,
'learning_rate': 0.00025,
'learning_starts': 10000,
'num_envs': 1,
'resume': True,
'save_model': True,
'seed': 42,
'start_e': 1,
'target_network_frequency': 500,
'tau': 1.0,
'torch_deterministic': True,
'total_timesteps': 0,
'track': False,
'train_frequency': 10,
'upload_model': True,
'wandb_entity': None,
'wandb_project_name': 'lagomorph'}
- Task
- Reinforcement Learning
- Library
- cleanrl
- Created
- May 30, 2023
- Updated
- May 30, 2023