PPO Agent Playing CartPole-v1

This is a trained model of a PPO agent playing CartPole-v1.

Hyperparameters

{'run_name': 'ppo_250k'
'gym_id': 'CartPole-v1'
'num_envs': 5
'num_steps': 128
'total_timesteps': 250000
'seed': 1
'learning_rate': 0.001
'anneal_lr': True
'torch_deterministic': True
'cuda': True
'capture_video': 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
'repo_id': 'jakelcoop/ppo-CartPole-v1'
'env_id': 'CartPole-v1'
'batch_size': 640
'minibatch_size': 160}