Filename Size 01.Understanding the Reinforcement Learning Framework/0101.The Course Overview.mp4 17.1 MB 01.Understanding the Reinforcement Learning Framework/0102.Introduction to Reinforcement Learning.mp4 14.4 MB 01.Understanding the Reinforcement Learning Framework/0103.Common RL Tasks and the Reinforcement Process.mp4 15.4 MB 01.Understanding the Reinforcement Learning Framework/0104.Setting Up Environments Using Open AI’s Gym Framework.mp4 28 MB 02.Training a Smartcab Using Q-Learning/0201.The Taxi-v2 Environment.mp4 41.5 MB 02.Training a Smartcab Using Q-Learning/0202.Operating Taxi-v2 Using a Dumb Agent.mp4 23.1 MB 02.Training a Smartcab Using Q-Learning/0203.Introducing Reinforcement Q-Learning.mp4 13.3 MB 02.Training a Smartcab Using Q-Learning/0204.Implementing Q-Learning.mp4 30.5 MB 02.Training a Smartcab Using Q-Learning/0205.Q-Learning Agent in Action.mp4 37.7 MB 03.Balancing a Cartpole Using Q-Networks/0301.The Cartpole Environment.mp4 31.9 MB 03.Balancing a Cartpole Using Q-Networks/0302.Introducing Q-Networks.mp4 15.5 MB 03.Balancing a Cartpole Using Q-Networks/0303.TensorFlow Basics.mp4 43.5 MB 03.Balancing a Cartpole Using Q-Networks/0304.Implementing Q-Network.mp4 36.6 MB 03.Balancing a Cartpole Using Q-Networks/0305.Q-Network Agent in Action.mp4 17.6 MB 04.Deep Reinforcement Learning with TensorFlow/0401.Introducing Deep Q-Networks.mp4 13.8 MB 04.Deep Reinforcement Learning with TensorFlow/0402.The DQN Training Algorithm.mp4 10.9 MB 04.Deep Reinforcement Learning with TensorFlow/0403.Implementing DQN.mp4 47.3 MB 04.Deep Reinforcement Learning with TensorFlow/0404.DQN in Action.mp4 69.5 MB 04.Deep Reinforcement Learning with TensorFlow/0405.Dueling Double DQN.mp4 52.6 MB 05.Getting Production-Ready with TensorFlow/0501.Logging, Saving, and Visualizing.mp4 39.3 MB 05.Getting Production-Ready with TensorFlow/0502.Structuring the Code Base.mp4 74.2 MB 05.Getting Production-Ready with TensorFlow/0503.Debugging and Some Nice Practices in TensorFlow.mp4 68.4 MB 05.Getting Production-Ready with TensorFlow/0504.TensorFlow on Multiple Devices.mp4 55.5 MB 05.Getting Production-Ready with TensorFlow/0505.Next Steps.mp4 15.1 MB Exercise Files/exercise_files.zip 489.8 KB
