FILENAME | SIZE |  | 1. Introduction and Logistics/1. Introduction and Outline.mp4 | 15.8 MB |
 | 1. Introduction and Logistics/1. Introduction and Outline.vtt | 12.8 KB |
 | 1. Introduction and Logistics/2. Where to get the Code.mp4 | 5.2 MB |
 | 1. Introduction and Logistics/2. Where to get the Code.vtt | 4.1 KB |
 | 1. Introduction and Logistics/3. How to Succeed in this Course.mp4 | 3.3 MB |
 | 1. Introduction and Logistics/3. How to Succeed in this Course.vtt | 3.5 KB |
 | 1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.mp4 | 18.9 MB |
 | 1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.vtt | 4.8 KB |
 | 2. Background Review/1. Review Intro.mp4 | 4.2 MB |
 | 2. Background Review/1. Review Intro.vtt | 3.1 KB |
 | 2. Background Review/2. Review of Markov Decision Processes.mp4 | 12.3 MB |
 | 2. Background Review/2. Review of Markov Decision Processes.vtt | 8.9 KB |
 | 2. Background Review/3. Review of Dynamic Programming.mp4 | 6.5 MB |
 | 2. Background Review/3. Review of Dynamic Programming.vtt | 4.7 KB |
 | 2. Background Review/4. Review of Monte Carlo Methods.mp4 | 6.2 MB |
 | 2. Background Review/4. Review of Monte Carlo Methods.vtt | 4.4 KB |
 | 2. Background Review/5. Review of Temporal Difference Learning.mp4 | 7.2 MB |
 | 2. Background Review/5. Review of Temporal Difference Learning.vtt | 5.2 KB |
 | 2. Background Review/6. Review of Approximation Methods for Reinforcement Learning.mp4 | 3.7 MB |
 | 2. Background Review/6. Review of Approximation Methods for Reinforcement Learning.vtt | 2.5 KB |
 | 2. Background Review/7. Review of Deep Learning.mp4 | 11 MB |
 | 2. Background Review/7. Review of Deep Learning.vtt | 8.2 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/1. OpenAI Gym Tutorial.mp4 | 8.7 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/1. OpenAI Gym Tutorial.vtt | 6.8 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.mp4 | 5.8 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.vtt | 3.1 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.mp4 | 5.1 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.vtt | 2.2 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.mp4 | 5.9 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.vtt | 4.3 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.mp4 | 5.3 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.vtt | 3.7 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.mp4 | 10.3 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.vtt | 6 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.mp4 | 4.5 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.vtt | 2.1 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).mp4 | 6 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).vtt | 4.6 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).mp4 | 14.7 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).vtt | 7 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.mp4 | 16.5 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.vtt | 12.8 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).mp4 | 13.7 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).vtt | 5.7 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).mp4 | 3.1 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).vtt | 2.2 KB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).mp4 | 8.9 MB |
 | 3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).vtt | 3.2 KB |
 | 4. TD Lambda/1. N-Step Methods.mp4 | 5 MB |
 | 4. TD Lambda/1. N-Step Methods.vtt | 3.4 KB |
 | 4. TD Lambda/2. N-Step in Code.mp4 | 9.5 MB |
 | 4. TD Lambda/2. N-Step in Code.vtt | 3.7 KB |
 | 4. TD Lambda/3. TD Lambda.mp4 | 11.8 MB |
 | 4. TD Lambda/3. TD Lambda.vtt | 8.2 KB |
 | 4. TD Lambda/4. TD Lambda in Code.mp4 | 7.6 MB |
 | 4. TD Lambda/4. TD Lambda in Code.vtt | 2.9 KB |
 | 4. TD Lambda/5. TD Lambda Summary.mp4 | 3.6 MB |
 | 4. TD Lambda/5. TD Lambda Summary.vtt | 2.6 KB |
 | 5. Policy Gradients/1. Policy Gradient Methods.mp4 | 18 MB |
 | 5. Policy Gradients/1. Policy Gradient Methods.vtt | 13 KB |
 | 5. Policy Gradients/10. Policy Gradient Section Summary.mp4 | 3.3 MB |
 | 5. Policy Gradients/10. Policy Gradient Section Summary.vtt | 1.7 KB |
 | 5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.mp4 | 18 MB |
 | 5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.vtt | 7.7 KB |
 | 5. Policy Gradients/3. Policy Gradient in Theano for CartPole.mp4 | 13.4 MB |
 | 5. Policy Gradients/3. Policy Gradient in Theano for CartPole.vtt | 4 KB |
 | 5. Policy Gradients/4. Continuous Action Spaces.mp4 | 6.6 MB |
 | 5. Policy Gradients/4. Continuous Action Spaces.vtt | 4.7 KB |
 | 5. Policy Gradients/5. Mountain Car Continuous Specifics.mp4 | 6.5 MB |
 | 5. Policy Gradients/5. Mountain Car Continuous Specifics.vtt | 4.4 KB |
 | 5. Policy Gradients/6. Mountain Car Continuous Theano.mp4 | 19.1 MB |
 | 5. Policy Gradients/6. Mountain Car Continuous Theano.vtt | 8.6 KB |
 | 5. Policy Gradients/7. Mountain Car Continuous Tensorflow.mp4 | 20.1 MB |
 | 5. Policy Gradients/7. Mountain Car Continuous Tensorflow.vtt | 9 KB |
 | 5. Policy Gradients/8. Mountain Car Continuous Tensorflow (v2).mp4 | 18.8 MB |
 | 5. Policy Gradients/8. Mountain Car Continuous Tensorflow (v2).vtt | 6.2 KB |
 | 5. Policy Gradients/9. Mountain Car Continuous Theano (v2).mp4 | 22.2 MB |
 | 5. Policy Gradients/9. Mountain Car Continuous Theano (v2).vtt | 7.4 KB |
 | 6. Deep Q-Learning/1. Deep Q-Learning Intro.mp4 | 5.9 MB |
 | 6. Deep Q-Learning/1. Deep Q-Learning Intro.vtt | 4.2 KB |
 | 6. Deep Q-Learning/2. Deep Q-Learning Techniques.mp4 | 14.5 MB |
 | 6. Deep Q-Learning/2. Deep Q-Learning Techniques.vtt | 10.8 KB |
 | 6. Deep Q-Learning/3. Deep Q-Learning in Tensorflow for CartPole.mp4 | 15 MB |
 | 6. Deep Q-Learning/3. Deep Q-Learning in Tensorflow for CartPole.vtt | 5.1 KB |
 | 6. Deep Q-Learning/4. Deep Q-Learning in Theano for CartPole.mp4 | 13.8 MB |
 | 6. Deep Q-Learning/4. Deep Q-Learning in Theano for CartPole.vtt | 4.8 KB |
 | 6. Deep Q-Learning/5. Additional Implementation Details for Atari.mp4 | 8.5 MB |
 | 6. Deep Q-Learning/5. Additional Implementation Details for Atari.vtt | 6.2 KB |
 | 6. Deep Q-Learning/6. Deep Q-Learning in Tensorflow for Breakout.mp4 | 15.8 MB |
 | 6. Deep Q-Learning/6. Deep Q-Learning in Tensorflow for Breakout.vtt | 6.1 KB |
 | 6. Deep Q-Learning/7. Deep Q-Learning in Theano for Breakout.mp4 | 20 MB |
 | 6. Deep Q-Learning/7. Deep Q-Learning in Theano for Breakout.vtt | 7.1 KB |
 | 6. Deep Q-Learning/8. Partially Observable MDPs.mp4 | 7.6 MB |
 | 6. Deep Q-Learning/8. Partially Observable MDPs.vtt | 5.1 KB |
 | 6. Deep Q-Learning/9. Deep Q-Learning Section Summary.mp4 | 10.4 MB |
 | 6. Deep Q-Learning/9. Deep Q-Learning Section Summary.vtt | 5.3 KB |
 | 7. A3C/1. A3C - Theory and Outline.mp4 | 71.8 MB |
 | 7. A3C/1. A3C - Theory and Outline.vtt | 17.9 KB |
 | 7. A3C/2. A3C - Code pt 1 (Warmup).mp4 | 50.1 MB |