DavidPL1/ppo2-LunarLander-v2

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'
'learning_rate': 0.002
'seed': 1
'total_timesteps': 10000000
'torch_deterministic': True
'cuda': True
'capture_video': False
'num_envs': 128
'num_steps': 512
'anneal_lr': True
'gae': True
'gamma': 0.999
'gae_lambda': 0.98
'num_minibatches': 1024
'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
'batch_size': 65536
'minibatch_size': 64}