Proximal policy optimization (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Proximal policy optimization" in English language version.

refsWebsite

Global rank English rank

1,559^th place

1,155^th place

3towardsdatascience.com

8,920^th place

6,292^nd place

9^th place

13^th place

1,185^th place

840^th place

69^th place

59^th place

1huggingface.co

low place

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1plainswipe.com

low place

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1transferlab.ai

low place

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551^st place

406^th place

acm.org (Global: 1,185^th place; English: 840^th place)

dl.acm.org

Schulman, John; Levine, Sergey; Moritz, Philipp; Jordan, Michael; Abbeel, Pieter (2015-07-06). "Trust region policy optimization". Proceedings of the 32nd International Conference on International Conference on Machine Learning - Volume 37. ICML'15. Lille, France: JMLR.org: 1889–1897.

arxiv.org (Global: 69^th place; English: 59^th place)

Schulman, John; Wolski, Filip; Dhariwal, Prafulla; Radford, Alec; Klimov, Oleg (2017-08-28), Proximal Policy Optimization Algorithms, arXiv:1707.06347

huggingface.co (Global: low place; English: low place)

T. Simonini, "Proximal Policy Optimization (PPO)," Hugging Face – The AI community building the future., https://huggingface.co/blog/deep-rl-ppo

medium.com (Global: 551^st place; English: 406^th place)

jonathan-hui.medium.com

J. Hui, "RL - reinforcement learning algorithms comparison," Medium, https://jonathan-hui.medium.com/rl-reinforcement-learning-algorithms-comparison-76df90f180cf/

openai.com (Global: 1,559^th place; English: 1,155^th place)

spinningup.openai.com

"Trust Region Policy Optimization — Spinning Up documentation". spinningup.openai.com. Retrieved 2025-01-21.
"Proximal Policy Optimization — Spinning Up documentation". spinningup.openai.com. Retrieved 2025-01-21.
OpenAI, "Part 1: Key concepts in RL," Part 1: Key Concepts in RL - Spinning Up documentation, https://spinningup.openai.com/en/latest/spinningup/rl_intro.html

openai.com

OpenAI, "Proximal Policy Optimization" Available at: https://openai.com/research/openai-baselines-ppo

pathmind.com (Global: low place; English: low place)

wiki.pathmind.com

"A Beginner's Guide to deep Reinforcement learning," Pathmind. https://wiki.pathmind.com/deep-reinforcement-learning#reward

plainswipe.com (Global: low place; English: low place)

Rohitkumar, "PPO (Proximal Policy Optimization) explained with code examples in PyTorch and TensorFlow," PlainSwipe, https://plainswipe.com/ppo-proximal-policy-optimization-explained-with-code-examples-in-pytorch-and-tensorflow/

towardsdatascience.com (Global: 8,920^th place; English: 6,292^nd place)

W. Heeswijk, "Proximal Policy Optimization (PPO) explained," Medium, https://towardsdatascience.com/proximal-policy-optimization-ppo-explained-abed1952457b
C. M. Wild (Jul 9, 2018). "The Pursuit of (Robotic) Happiness: How TRPO and PPO Stabilize Policy Gradient Methods". towardsdatascience.com.
XiaoYang-ElegantRL, "ElegantRL: Mastering PPO Algorithms - towards Data Science," Medium, Nov. 23, 2022. [Online]. Available: https://towardsdatascience.com/elegantrl-mastering-the-ppo-algorithm-part-i-9f36bc47b791

transferlab.ai (Global: low place; English: low place)

J. Nocedal and Y. Nesterov., "Natural, trust region and proximal policy optimization," TransferLab, https://transferlab.ai/blog/trpo-and-ppo/

youtube.com (Global: 9^th place; English: 13^th place)

Arxiv Insights. "An introduction to Policy Gradient methods," YouTube, Oct 1st, 2018 [Video file]. Available: https://www.youtube.com/watch?v=5P7I-xPq8u8
Edan Meyer. "Proximal Policy Optimization Explained," YouTube, May 20th, 2021 [Video file]. Available: https://www.youtube.com/watch?v=HrapVFNBN64