FreeTutorials Us deep reinforcement learning in python | C1EA135BF22F4855C775197C004213D91473E7CB

FreeTutorials Us deep reinforcement learning in python

Name	[FreeTutorials.Us] deep-reinforcement-learning-in-python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	547.6 MB
Total Files	47
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Hash	C1EA135BF22F4855C775197C004213D91473E7CB

/01 Introduction and Logistics/
001 Introduction and Outline.mp4	16.6 MB
002 Where to get the Code.mp4	5.4 MB
003 How to Succeed in this Course.mp4	15.1 MB
/02 Background Review/
004 Review Intro.mp4	4.4 MB
005 Review of Markov Decision Processes.mp4	12.8 MB
006 Review of Dynamic Programming.mp4	6.8 MB
007 Review of Monte Carlo Methods.mp4	6.5 MB
008 Review of Temporal Difference Learning.mp4	7.5 MB
009 Review of Approximation Methods for Reinforcement Learning.mp4	3.8 MB
010 Review of Deep Learning.mp4	11.6 MB
/03 OpenAI Gym and Basic Reinforcement Learning Techniques/
011 OpenAI Gym Tutorial.mp4	9.1 MB
012 Random Search.mp4	10.8 MB
013 Saving a Video.mp4	4.8 MB
014 CartPole with Bins Theory.mp4	6.3 MB
015 CartPole with Bins Code.mp4	15.4 MB
016 RBF Neural Networks.mp4	17.3 MB
017 RBF Networks with Mountain Car Code.mp4	14.4 MB
018 RBF Networks with CartPole Theory.mp4	3.2 MB
019 RBF Networks with CartPole Code.mp4	9.3 MB
020 Theano Warmup.mp4	6.1 MB
021 Tensorflow Warmup.mp4	5.3 MB
022 Plugging in a Neural Network.mp4	6.2 MB
023 OpenAI Gym Section Summary.mp4	5.6 MB
/04 TD Lambda/
024 N-Step Methods.mp4	5.3 MB
025 N-Step in Code.mp4	9.9 MB
026 TD Lambda.mp4	12.3 MB
027 TD Lambda in Code.mp4	8.0 MB
028 TD Lambda Summary.mp4	3.8 MB
/05 Policy Gradients/
029 Policy Gradient Methods.mp4	18.8 MB
030 Policy Gradient in TensorFlow for CartPole.mp4	18.8 MB
031 Policy Gradient in Theano for CartPole.mp4	14.1 MB
032 Continuous Action Spaces.mp4	6.9 MB
033 Mountain Car Continuous Specifics.mp4	6.8 MB
034 Mountain Car Continuous Theano.mp4	20.0 MB
035 Mountain Car Continuous Tensorflow.mp4	21.1 MB
/06 Deep Q-Learning/
036 Deep Q-Learning Intro.mp4	6.2 MB
037 Deep Q-Learning Techniques.mp4	15.1 MB
038 Deep Q-Learning in Tensorflow for CartPole.mp4	15.7 MB
039 Deep Q-Learning in Theano for CartPole.mp4	14.4 MB
040 Additional Implementation Details for Atari.mp4	8.9 MB
041 Deep Q-Learning in Tensorflow for Breakout.mp4	16.5 MB
042 Deep Q-Learning in Theano for Breakout.mp4	21.0 MB
043 Partially Observable MDPs.mp4	8.0 MB
/07 Appendix/
044 Environment Setup.mp4	46.0 MB
045 How to Code by Yourself part 1.mp4	25.7 MB
046 How to Code by Yourself part 2.mp4	15.5 MB
047 Where to get Udemy coupons and FREE deep learning material.mp4	4.2 MB
Total files 47