metadata
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: 30.53 +/- 70.32
name: mean_reward
verified: false
PPO Agent Playing LunarLander-v2
This is a trained model of a PPO agent playing LunarLander-v2.
Hyperparameters
{'exp_name': 'PPO'
'gym_id': 'LunarLander-v2'
'seed': 1
'deterministic': False
'capture_video': False
'total_timesteps': 100000
'learning_rate': 0.00025
'lr_annealing': True
'num_envs': 4
'num_steps': 128
'gae': True
'gae_lambda': 0.95
'gamma': 0.99
'minibatch_size': 128
'epochs': 4
'clip_coef': 0.2
'value_loss_coef': 0.5
'entropy_loss_coef': 0.01
'max_grad_norm': 0.5
'repo_id': 'user87441257/my-ppo-LunarLander-v2'}