[FreeCourseLab.com] Udemy - Advanced AI Deep Reinforcement Learning in Python

• [FreeCourseLab.com] Udemy - Advanced AI Deep Reinforcement Learning in Python
• 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

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