File size: 1,125 Bytes
51397c8 2accec0 51397c8 2accec0 51397c8 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 |
---
tags:
- LunarLander-v2
- ppo
- deep-reinforcement-learning
- reinforcement-learning
- custom-implementation
- deep-rl-course
model-index:
- name: PPO
results:
- task:
type: reinforcement-learning
name: reinforcement-learning
dataset:
name: LunarLander-v2
type: LunarLander-v2
metrics:
- type: mean_reward
value: -2.20 +/- 71.54
name: mean_reward
verified: false
---
# PPO Agent Playing LunarLander-v2
This is a trained model of a PPO agent playing LunarLander-v2.
# Hyperparameters
```python
{'exp_name': 'ppo''seed': 1'torch_deterministic': True'cuda': True'track': False'wandb_project_name': 'cleanRL''wandb_entity': None'capture_video': False'env_id': 'LunarLander-v2''total_timesteps': 500000'learning_rate': 0.00025'num_envs': 4'num_steps': 128'anneal_lr': True'gae': True'gamma': 0.99'gae_lambda': 0.95'num_minibatches': 4'update_epochs': 4'norm_adv': True'clip_coef': 0.2'clip_vloss': True'ent_coef': 0.01'vf_coef': 0.5'max_grad_norm': 0.5'target_kl': None'repo_id': 'wooii/ppo-LunarLander-v2-2''batch_size': 512'minibatch_size': 128}
```
|