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pat-coady / ant.ipynb
Last active August 17, 2017 18:38
OpenAI Gym Ant (Quadruped)
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pat-coady / hopper.ipynb
Last active August 17, 2017 18:38
OpenAI Gym Hopper
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pat-coady / half_cheetah.ipynb
Last active August 17, 2017 18:39
OpenAI Gym HalfCheetah
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pat-coady / inverted_double_pendulum.ipynb
Last active August 17, 2017 18:39
OpenAI Gym InvertedDoublePendulum
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pat-coady / inverted_pendulum.ipynb
Last active August 17, 2017 18:40
OpenAI Gym InvertedPendulum
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pat-coady / reacher.ipynb
Last active August 17, 2017 18:40
OpenAI Gym Reacher
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pat-coady / README.md
Last active August 17, 2017 18:42
Proximal Policy Optimization with Generalized Advantage Estimation

Proximal Policy Optimization with Generalized Advantage Estimation

By Patrick Coady: Learning Artificial Intelligence

Summary

The same learning algorithm was used to train agents for each of the ten OpenAI Gym MuJoCo continuous control environments. The only difference between evaluations was the number of episodes used per training batch, otherwise all options were the same. The code is available in the GitHub repository. The exact code used to generate the submissions is in the aigym_evaluation branch.

The README.md file in the GitHub repository provides additional details on the algorithm and usage instructions.

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pat-coady / kernel_viz_conv4.ipynb
Last active August 17, 2017 18:43
Visualize Convolutional Neural Net (CNN) filters
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pat-coady / jacks_car_rental_policy_iteration.ipynb
Last active August 17, 2017 18:45
Jack's Car Rental: Policy Iteration
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pat-coady / swimmer.ipynb
Last active September 18, 2017 14:02
OpenAI Gym Swimmer
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