Udemy - Advanced Reinforcement Learning - policy gradient methods

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Udemy - Advanced Reinforcement Learning - policy gradient methods

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Udemy - Advanced Reinforcement Learning - policy gradient methods
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001 A2C.mp4
MP4
50.1 MB
001 A2C_en.vtt
VTT
10.6 KB
001 Elements common to all control tasks.mp4
MP4
38.7 MB
001 Elements common to all control tasks_en.vtt
VTT
6 KB
001 Function approximators.mp4
MP4
36.3 MB
001 Function approximators_en.vtt
VTT
8.6 KB
001 Generalized Advantage Estimation.html
HTML
102.4 B
001 Introduction.html
HTML
102.4 B
001 Monte Carlo methods.mp4
MP4
13.7 MB
001 Monte Carlo methods_en.vtt
VTT
3.3 KB
001 N-step temporal difference methods.mp4
MP4
12.5 MB
001 N-step temporal difference methods_en.vtt
VTT
3.4 KB
001 Phasic PPO.html
HTML
102.4 B
001 Policy gradient methods.mp4
MP4
21.7 MB
001 Policy gradient methods_en.vtt
VTT
4.7 KB
001 Proximal Policy Optimization.html
HTML
102.4 B
001 PyTorch Lightning.mp4
MP4
32 MB
001 PyTorch Lightning_en.vtt
VTT
9.3 KB
001 REINFORCE for continuous action spaces.html
HTML
102.4 B
001 Temporal difference methods.mp4
MP4
12.6 MB
001 Temporal difference methods_en.vtt
VTT
3.6 KB
002 Artificial Neural Networks.mp4
MP4
24.4 MB
002 Artificial Neural Networks_en.vtt
VTT
3.9 KB
002 Link to the code notebook.html
HTML
102.4 B
002 Reinforcement Learning series.html
HTML
716.8 B
002 Representing policies using neural networks.mp4
MP4
27.8 MB
002 Representing policies using neural networks_en.vtt
VTT
5.2 KB
002 Solving control tasks with Monte Carlo methods.mp4
MP4
23.8 MB
002 Solving control tasks with Monte Carlo methods_en.vtt
VTT
7 KB
002 Solving control tasks with temporal difference methods.mp4
MP4
14.5 MB
002 Solving control tasks with temporal difference methods_en.vtt
VTT
3.6 KB
002 The Markov decision process (MDP).mp4
MP4
25.1 MB
002 The Markov decision process (MDP)_en.vtt
VTT
5.6 KB
002 Where do n-step methods fit.mp4
MP4
11.1 MB
002 Where do n-step methods fit_en.vtt
VTT
2.7 KB
003 Artificial Neurons.mp4
MP4
25.6 MB
003 Artificial Neurons_en.vtt
VTT
5.8 KB
003 Effect of changing n.mp4
MP4
28 MB
003 Effect of changing n_en.vtt
VTT
4.6 KB
003 Google Colab.mp4
MP4
5.8 MB
003 Google Colab_en.vtt
VTT
1.7 KB
003 Monte Carlo vs temporal difference methods.mp4
MP4
8.9 MB
003 Monte Carlo vs temporal difference methods_en.vtt
VTT
1.6 KB
003 On-policy Monte Carlo control.mp4
MP4
20.4 MB
003 On-policy Monte Carlo control_en.vtt
VTT
4.6 KB
003 Policy performance.mp4
MP4
8.5 MB
003 Policy performance_en.vtt
VTT
2.6 KB
003 Types of Markov decision process.mp4
MP4
8.7 MB
003 Types of Markov decision process_en.vtt
VTT
2.2 KB
004 How to represent a Neural Network.mp4
MP4
38.2 MB
004 How to represent a Neural Network_en.vtt
VTT
7.3 KB
004 SARSA.mp4
MP4
17.8 MB
004 SARSA_en.vtt
VTT
3.9 KB
004 The policy gradient theorem.mp4
MP4
15.9 MB
004 The policy gradient theorem_en.vtt
VTT
3.8 KB
004 Trajectory vs episode.mp4
MP4
4.9 MB
004 Trajectory vs episode_en.vtt
VTT
1.1 KB
004 Where to begin.html
HTML
102.4 B
005 Q-Learning.mp4
MP4
11.1 MB
005 Q-Learning_en.vtt
VTT
2.5 KB
005 REINFORCE.mp4
MP4
13.2 MB
005 REINFORCE_en.vtt
VTT
4.1 KB
005 Reward vs Return.mp4
MP4
5.3 MB
005 Reward vs Return_en.vtt
VTT
1.6 KB
005 Stochastic Gradient Descent.mp4
MP4
49.8 MB
005 Stochastic Gradient Descent_en.vtt
VTT
6.4 KB
006 Advantages of temporal difference methods.mp4
MP4
3.7 MB
006 Advantages of temporal difference methods_en.vtt
VTT
1.2 KB
006 Discount factor.mp4
MP4
14.8 MB
006 Discount factor_en.vtt
VTT
4.1 KB
006 Neural Network optimization.mp4
MP4
23.4 MB
006 Neural Network optimization_en.vtt
VTT
4.4 KB
006 Parallel learning.mp4
MP4
12.3 MB
006 Parallel learning_en.vtt
VTT
3.6 KB
007 Entropy regularization.mp4
MP4
23.2 MB
007 Entropy regularization_en.vtt
VTT
6.6 KB
007 Policy.mp4
MP4
7.4 MB
007 Policy_en.vtt
VTT
2.1 KB
008 REINFORCE 2.mp4
MP4
10.9 MB
008 REINFORCE 2_en.vtt
VTT
2.4 KB
008 State values v(s) and action values q(s,a).mp4
MP4
4.3 MB
008 State values v(s) and action values q(s,a)_en.vtt
VTT
1.2 KB
009 Bellman equations.mp4
MP4
12.4 MB
009 Bellman equations_en.vtt
VTT
3 KB
010 Solving a Markov decision process.mp4
MP4
14.1 MB
010 Solving a Markov decision process_en.vtt
VTT
3.2 KB
Bonus Resources.txt
TXT
409.6 B
Get Bonus Downloads Here.url
URL
204.8 B

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