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Statos6/
ppo-cleanRL-LunarLander-v2

Name: ppo-cleanRL-LunarLander-v2
Availability: InStock

LunarLander-v2

ppo

deep-reinforcement-learning

reinforcement-learning

custom-implementation

deep-rl-course

model-index

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PPO Agent Playing LunarLander-v2

This is a trained model of a PPO agent playing LunarLander-v2.

Hyperparameters

python

{'exp_name': 'main'
'gym_id': 'LunarLander-v2'
'lr': 0.004234982547109355
'seed': 1
'total_timesteps': 5000000
'torch_deterministic': True
'cuda': True
'num_envs': 32
'num_steps': 256
'anneal_lr': True
'gae': True
'gamma': 0.99
'gae_lambda': 0.8
'num_minibatches': 128
'update_epochs': 20
'norm_adv': False
'clip_coef': 0.1
'vl_clip': True
'ent_coef': 0.00023233247122755093
'vf_coef': 0.6401567434560633
'max_grad_norm': 0.3
'target_kl': 0.012736232712398961
'batch_size': 8192
'minibatch_size': 64
'repo_id': 'Statos6/ppo-cleanRL-LunarLander-v2'
'env_id': 'LunarLander-v2'}