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TORRENT DETAILS

[Tutorialsplanet.NET] Udemy - Artificial Intelligence IV - Reinforcement Learning In Java

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	b1f24dc951d181135101354562950a15408167bf
Size:	777.5 MB in 68 files
Release Date(s):	Torrent Release: 02-05-2023 by user
Swarm:	0 Seeds & 1 Peers
Vote:	No votes yet.

DESCRIPTION

Udemy - Artificial Intelligence IV - Reinforcement Learning in Java [TP]

All you need to know about Markov Decision processes, value- and policy-iteation as well as about Q learning approach

What you'll learn

Understand reinforcement learning

Understand Markov Decision Processes

Understand value- and policy-iteration

Understand Q-learning approach and it's applications

Requirements

Basics AI knowledge: neural networks in the main

Description

This course is about Reinforcement Learning. The first step is to talk about the mathematical background: we can use a Markov Decision Process as a model for reinforcement learning.

For more Udemy Courses: https://tutorialsplanet.net

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FILE LIST

Filename		Size
	1 - Introduction/1 - Introduction.mp4	3.6 MB
	1 - Introduction/2 - Types of learning.mp4	36.2 MB
	1 - Introduction/3 - Applications of reinforcement learning.mp4	23.2 MB
	2 - Markov Decision Process MDP Theory/10 - Mathematical formulation of reinforcement learning.html	255 B
	2 - Markov Decision Process MDP Theory/4 - Markov decision processes basics I.mp4	30.5 MB
	2 - Markov Decision Process MDP Theory/5 - Markov decision processes basics II English.srt	8.6 KB
	2 - Markov Decision Process MDP Theory/5 - Markov decision processes basics II.mp4	0 B
	2 - Markov Decision Process MDP Theory/6 - Markov decision processes equations English.srt	15.1 KB
	2 - Markov Decision Process MDP Theory/6 - Markov decision processes equations.mp4	0 B
	2 - Markov Decision Process MDP Theory/7 - Markov decision processes illustration English.srt	9.6 KB
	2 - Markov Decision Process MDP Theory/7 - Markov decision processes illustration.mp4	0 B
	2 - Markov Decision Process MDP Theory/8 - Bellmanequation English.srt	7.3 KB
	2 - Markov Decision Process MDP Theory/8 - Bellmanequation.mp4	0 B
	2 - Markov Decision Process MDP Theory/9 - How to solve MDP problems English.srt	3.1 KB
	2 - Markov Decision Process MDP Theory/9 - How to solve MDP problems.mp4	8.3 MB
	3 - Markov Decision Process Value Iteration/11 - What is value iteration English.srt	8.5 KB
	3 - Markov Decision Process Value Iteration/11 - What is value iteration.mp4	32.4 MB
	3 - Markov Decision Process Value Iteration/12 - Value iteration implementation I English.srt	6.1 KB
	3 - Markov Decision Process Value Iteration/12 - Value iteration implementation I.mp4	34.1 MB
	3 - Markov Decision Process Value Iteration/13 - Value iteration implementation II English.srt	5.8 KB
	3 - Markov Decision Process Value Iteration/13 - Value iteration implementation II.mp4	42.8 MB
	3 - Markov Decision Process Value Iteration/14 - Value iteration implementation III English.srt	6.7 KB
	3 - Markov Decision Process Value Iteration/14 - Value iteration implementation III.mp4	34.2 MB
	3 - Markov Decision Process Value Iteration/15 - Value iteration implementation IV English.srt	9.7 KB
	3 - Markov Decision Process Value Iteration/15 - Value iteration implementation IV.mp4	93.1 MB
	3 - Markov Decision Process Value Iteration/16 - Value iteration implementation V English.srt	4.1 KB
	3 - Markov Decision Process Value Iteration/16 - Value iteration implementation V.mp4	19.1 MB
	4 - Markov Decision Process Policy Iteration/17 - What is policy iteration English.srt	5.3 KB
	4 - Markov Decision Process Policy Iteration/17 - What is policy iteration.mp4	9.4 MB
	4 - Markov Decision Process Policy Iteration/18 - Value iteration vs policy iteration English.srt	3.4 KB
	4 - Markov Decision Process Policy Iteration/18 - Value iteration vs policy iteration.mp4	6.7 MB
	5 - Q Learning Theory/19 - Q learning introduction English.srt	7.1 KB
	5 - Q Learning Theory/19 - Q learning introduction.mp4	16.1 MB
	5 - Q Learning Theory/20 - Q learning introduction the algorithm English.srt	9.6 KB
	5 - Q Learning Theory/20 - Q learning introduction the algorithm.mp4	21.7 MB
	5 - Q Learning Theory/21 - Q learning illustration English.srt	15.2 KB
	5 - Q Learning Theory/21 - Q learning illustration.mp4	28.3 MB
	5 - Q Learning Theory/22 - Mathematical formulation of Q learning.html	262 B
	6 - Pathfinding with QLearning/23 - PATHFINDING.html	73 B
	6 - Pathfinding with QLearning/24 - Pathfinding with Qlearning I English.srt	7 KB
	6 - Pathfinding with QLearning/24 - Pathfinding with Qlearning I.mp4	18.9 MB
	6 - Pathfinding with QLearning/25 - Pathfinding with Qlearning II English.srt	6 KB
	6 - Pathfinding with QLearning/25 - Pathfinding with Qlearning II.mp4	25.4 MB
	6 - Pathfinding with QLearning/26 - Pathfinding with Qlearning III English.srt	11.7 KB
	6 - Pathfinding with QLearning/26 - Pathfinding with Qlearning III.mp4	109.6 MB
	6 - Pathfinding with QLearning/27 - Pathfinding with Qlearning IV English.srt	7.2 KB
	6 - Pathfinding with QLearning/27 - Pathfinding with Qlearning IV.mp4	38.8 MB
	6 - Pathfinding with QLearning/28 - SHORTEST PATH.html	335 B
	6 - Pathfinding with QLearning/29 - Shortest path with Qlearning English.srt	6.5 KB
	6 - Pathfinding with QLearning/29 - Shortest path with Qlearning.mp4	36 MB
	7 - Exploration vs Exploitation Problem/30 - Exploration vs exploitation problem English.srt	4.9 KB
	7 - Exploration vs Exploitation Problem/30 - Exploration vs exploitation problem.mp4	10.5 MB
	7 - Exploration vs Exploitation Problem/31 - Narmed bandit problem introduction English.srt	11.1 KB
	7 - Exploration vs Exploitation Problem/31 - Narmed bandit problem introduction.mp4	28.1 MB
	7 - Exploration vs Exploitation Problem/32 - Narmed bandit problem implementation I English.srt	9.8 KB
	7 - Exploration vs Exploitation Problem/32 - Narmed bandit problem implementation I.mp4	48.2 MB
	7 - Exploration vs Exploitation Problem/33 - Narmed bandit problem implementation II English.srt	4.1 KB
	7 - Exploration vs Exploitation Problem/33 - Narmed bandit problem implementation II.mp4	0 B
	7 - Exploration vs Exploitation Problem/34 - Applications AB testing in marketing English.srt	5.8 KB
	7 - Exploration vs Exploitation Problem/34 - Applications AB testing in marketing.mp4	0 B
	8 - Deep Reinforcement Learning Theory/35 - What is deep Q learning English.srt	6.4 KB
	8 - Deep Reinforcement Learning Theory/35 - What is deep Q learning.mp4	12.6 MB
	8 - Deep Reinforcement Learning Theory/36 - Deep Q learning and εgreedy strategy English.srt	4.3 KB
	8 - Deep Reinforcement Learning Theory/37 - Deep Qlearning introduction remember and replay English.srt	4.8 KB
	8 - Deep Reinforcement Learning Theory/37 - Deep Qlearning introduction remember and replay.mp4	9.3 MB
	8 - Deep Reinforcement Learning Theory/38 - Mathematical formulation of deep Q learning.html	272 B
	9 - Course Materials DOWNLOADS/39 - Course materials.html	71 B
	9 - Course Materials DOWNLOADS/39 - reinforcedlearning.zip	27.9 KB

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