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Title: GitHub - minoring/PPO: Implementation of Proximal Policy Optimization (PPO) · GitHub

Open Graph Title: GitHub - minoring/PPO: Implementation of Proximal Policy Optimization (PPO)

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Description: Implementation of Proximal Policy Optimization (PPO) - minoring/PPO

Open Graph Description: Implementation of Proximal Policy Optimization (PPO) - minoring/PPO

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Opengraph URL: https://github.com/minoring/PPO

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Links:

Skip to content	https://github.com/minoring/PPO#start-of-content
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Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fminoring%2FPPO
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transition_memory.py	https://github.com/minoring/PPO/blob/master/transition_memory.py
README	https://github.com/minoring/PPO
	https://github.com/minoring/PPO#proximal-policy-optimization-algorithms
	https://github.com/minoring/PPO#training
parse_utils.py	https://github.com/minoring/PPO/blob/master/parse_utils.py
config_ppo.yaml	https://github.com/minoring/PPO/blob/master/config_ppo.yaml
config_game.yaml	https://github.com/minoring/PPO/blob/master/config_gae.yaml
	https://github.com/minoring/PPO#testing
	https://github.com/minoring/PPO#results
	https://github.com/minoring/PPO#comparison-of-surrogate-objectives
	https://github.com/minoring/PPO/blob/master/assets/surrogate_objectives.png
	https://github.com/minoring/PPO/blob/master/assets/learning_curve.png
	https://github.com/minoring/PPO#effect-of-the-entropy
	https://github.com/minoring/PPO/blob/master/assets/entropy.png
	https://github.com/minoring/PPO#10-runs-of-evaluative-episode
	https://github.com/minoring/PPO#videos
	https://github.com/minoring/PPO/blob/master/assets/HalfCheetah-v2.gif
	https://github.com/minoring/PPO/blob/master/assets/Hopper-v2.gif
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	https://github.com/minoring/PPO/blob/master/assets/Reacher-v2.gif
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	https://github.com/minoring/PPO/blob/master/assets/Walker2d-v2.gif
	https://github.com/minoring/PPO#references
	https://github.com/minoring/PPO#paper
Proximal Policy Optimization Algorithms	https://arxiv.org/abs/1707.06347
High-Dimensional Continuous Control Using Generalized Advantage Estimation	https://arxiv.org/abs/1506.02438
	https://github.com/minoring/PPO#docs
	https://github.com/minoring/PPO#openai-spinning-up
Proximal Policy Optimization	https://spinningup.openai.com/en/latest/algorithms/ppo.html#pseudocode
Trust Region Policy Optimization	https://spinningup.openai.com/en/latest/algorithms/trpo.html
Vanilla Policy Gradient Algorithm	https://spinningup.openai.com/en/latest/algorithms/vpg.html
Readme	https://github.com/minoring/PPO#readme-ov-file
Please reload this page	https://github.com/minoring/PPO
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Python 100.0%	https://github.com/minoring/PPO/search?l=python
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