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Stilt34/
ppo-from-scratch-LunarLander-v3

Name: ppo-from-scratch-LunarLander-v3
Availability: InStock

LunarLander-v2

ppo

deep-reinforcement-learning

reinforcement-learning

custom-implementation

deep-rl-course

model-index

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PPO Agent Playing LunarLandar-v3

This is a trained model of a PPO agent playing LunarLandar-v3.

Hyperparameters

python

timesteps=2e6,
steps_before_update=1000,
mini_batch_size=64, epochs=3,
lr=3e-4,
gamma=0.99,
gae_lambda=0.95,
clip_coef=0.2,
norm_adv=True,
vf_coef=0.5,
ent_coef=0.05,
max_grad_norm=1.0,
target_kl=0.015

Stilt34/ppo-from-scratch-LunarLander-v3

PPO Agent Playing LunarLandar-v3

Hyperparameters

Stilt34/
ppo-from-scratch-LunarLander-v3