https://www.daiphys.com/portal/ 2026-04-30T21:20:44+00:00 https://www.daiphys.com/portal/ https://www.daiphys.com/portal/_media/wiki/dokuwiki.svg text/html 2023-10-13T03:54:20+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/rl/breakout.html?rev=1697169260&do=diff Breakout Tutorials Google Colaboratory - Dueling DQN/CNN <https://colab.research.google.com/drive/1cD2S8dvnRVJmSrbLpR56ZVOHD88qZUpV> Results Dueling DQN/CNN - to be trained... Video References <https://gymnasium.farama.org/environments/atari/breakout/> <https://storage.googleapis.com/deepmind-data/assets/papers/DeepMindNature14236Paper.pdf> <https://arxiv.org/abs/1511.06581> <https://www.datahubbs.com/deepmind-dqn/> <https://www.dskomei.com/entry/2021/10/05/140156> <https://qii… text/html 2023-10-13T03:53:57+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/rl/cartpole.html?rev=1697169237&do=diff Cart Pole Tutorials Google Colaboratory - DQN/MLP <https://colab.research.google.com/drive/1goyULtqCz8FKjc7-RYww2Y2_B3OTs8f3> Google Colaboratory - Rainbow/MLP (RLlib) <https://colab.research.google.com/drive/1xuJyTHinhJABp9ct9tCy17GbnuP9JE1b> Google Colaboratory - PPO/MLP (Stable Baselines 3) <https://colab.research.google.com/drive/1s7ycZBPAojJqHOmZE0fq7PtMZOqUNot9> Trained Models Results DQN/MLP Rainbow/MLP (RLlib) - to be tuned... PPO/MLP (Stable Baselines 3) text/html 2023-04-07T00:25:53+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/rl/index.html?rev=1680827153&do=diff Reinforcement Learning * Breakout * Cart Pole * Mountain Car * Quest * Quest Track * Sea Lane text/html 2023-10-13T03:53:19+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/rl/mountaincar.html?rev=1697169199&do=diff Mountain Car Tutorials Google Colaboratory - DQN/MLP <https://colab.research.google.com/drive/1T9UGr7vdXj1HYE_4qo8KXptIwCS7S-3v> Trained Model Results DQN/MLP Video References <https://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html> <https://sebarnold.net/tutorials/intermediate/reinforcement_q_learning.html> <https://www.gymlibrary.dev/> <https://www.gymlibrary.dev/environments/classic_control/mountain_car/> <https://github.com/openai/gym/wiki/MountainCar-v0… text/html 2023-10-13T03:53:11+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/rl/quest-track.html?rev=1697169191&do=diff Quest Track Tutorials Google Colaboratory - DQN/MLP <https://colab.research.google.com/drive/1FbKXzS9xNcw1SDmqHv5rHmSWl8Z50WS1> Google Colaboratory - PPO/MLP (Stable Baselines 3) <https://colab.research.google.com/drive/1ke5bsYQjV_xWNU9SfDPM20OxUKKYvc9K> Trained Models Results DQN/MLP PPO/MLP (Stable Baselines 3) Video References <https://agirobots.com/openai-gym-custom-env/> <https://github.com/openai/gym/blob/master/gym/envs/classic_control/mountain_car.py> <https://r… text/html 2023-10-13T03:52:50+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/rl/quest.html?rev=1697169170&do=diff Quest Tutorials Google Colaboratory - DQN/MLP <https://colab.research.google.com/drive/1kSVYB1l2xez2ozAd6qL_nBEPCkRwpdyH> Google Colaboratory - Dueling DQN/MLP <https://colab.research.google.com/drive/1NCcUATL0o01HH23wEtRVGrFUEM6MmLEo> Google Colaboratory - PPO/MLP (Stable Baselines 3) <https://colab.research.google.com/drive/1yo9sojEF8U7OmjwxPmhPMGl48P5HZf8x> Trained Model Results DQN/MLP Dueling DQN/MLP PPO/MLP (Stable Baselines 3) Video References text/html 2023-10-13T03:52:40+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/rl/sealane.html?rev=1697169160&do=diff Sea Lane Tutorials Google Colaboratory - DQN/MLP (Stable Baselines 3) <https://colab.research.google.com/drive/1hBgYbzpZr5TAyaXmBocxZXdYmQ9zBh26> Google Colaboratory - PPO/MLP (Stable Baselines 3) <https://colab.research.google.com/drive/1KhqJ4mtMD0oL16Us45JX3i-d-mkBWJRj> Google Colaboratory - Recurrent PPO/MLP (Stable Baselines 3 - Contrib) <https://colab.research.google.com/drive/13PNP10S-7HaKwDhC4g886jizpL4-ZTsR> Google Colaboratory - ARS/MLP (Stable Baselines 3 - Contrib)