Search result for Deep q-networks (dqn) Online Courses & Certifications
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Deep Reinforcement Learning
by Alexis Cook , Arpan Chakraborty , Mat Leonard , Luis Serrano , Cezanne Camacho , Dana Sheahan , Chhavi Yadav , Juan Delgado , Miguel Morales- 0.0
4 Months
The demand for engineers with reinforcement learning and deep learning skills far exceeds the number of engineers with these skills. Learn cutting-edge deep reinforcement learning algorithms—from Deep Q-Networks (DQN) to Deep Deterministic Policy Gradients (DDPG). As such, it doesn't prepare you for a specific job, but instead expands your skills in the deep reinforcement learning domain....
Reinforcement Learning with Pytorch
by Atamai AI Team- 4.1
7 hours on-demand video
- Q Learning - Neural Networks as function approximators - Deep Reinforcement Learning...
$16.99
Reinforcement Learning for Trading Strategies
by Jack Farmer , Ram Seshadri- 3.7
Approx. 12 hours to complete
You will learn how RL has been integrated with neural networks and review LSTMs and how they can be applied to time series data. Q Learning Deep Q Networks - Loss Deep Q Networks Memory Deep Q Networks - Code...
Introduction to Machine Learning
by Lawrence Carin , David Carlson , Timothy Dunn , Kevin Liang- 4.7
Approx. 26 hours to complete
Deep Learning Early History of Neural Networks Deep Learning and Transfer Learning Deep Learning History of Neural Networks Image Analysis with Convolutional Neural Networks Recurrent Neural Networks for Natural Language Processing Limitations of Q Learning, and Introduction to Deep Q Learning Deep Q Learning Based on Images Connecting Deep Q Learning with Conventional Q Learning...
Artificial Intelligence for Simple Games
by Jan Warchocki- 4.5
12.5 hours on-demand video
Learn how to use powerful Deep Reinforcement Learning and Artificial Intelligence tools on examples of AI simple games! Key algorithms and concepts covered in this course include: Genetic Algorithms, Q-Learning, Deep Q-Learning with both Artificial Neural Networks and Convolutional Neural Networks. Section #3 — Go deep with Deep Q-Learning. Understand and implement Deep Q-Learning...
$11.99
Practical Reinforcement Learning
by Pavel Shvechikov , Alexander Panin- 4.3
Approx. 26 hours to complete
- using deep neural networks for RL tasks...
[2020] Machine Learning and Deep Learning Bootcamp in Python
by Holczer Balazs- 4.5
18.5 hours on-demand video
Machine Learning models, Neural Networks, Deep Learning and Reinforcement Learning Approaches in Keras and TensorFlow Deep Learning: feedforward neural networks and deep neural networks are the state-of-the-art approaches in artificial intelligence in 2020. deep neural networks convolutional neural networks (CNNs) Tic Tac Toe game with Q learning approach and the deep Q learning approach...
$17.99
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Modern Reinforcement Learning: Deep Q Learning in PyTorch
by Phil Tabor- 4.6
5.5 hours on-demand video
You will read the original papers that introduced the Deep Q learning, Double Deep Q learning, and Dueling Deep Q learning algorithms. Evaluate the Deep Q agent's performance with random no-ops to deal with model over training Clip rewards to enable the Deep Q learning agent to generalize across Atari games with different score scales...
$15.99
人工智慧:機器學習與理論基礎 (Artificial Intelligence - Learning & Theory)
by 于天立- 4.6
Approx. 12 hours to complete
Neural Network and Deep learning 4-4 Cascade Correlation Neural Networks, Deep or Shallow Structure 4-5 Deep Learning: Convolutional Neural Networks 4-7 Recurrent Networks, Long Short-Term Memory (LSTM), Neural Turing Machine, Memory-Augmented Neural Networks (MANN) 5-6 Deep Q-learning and Improvement 5-7 Deep Policy Network, Partially Observable MDP,Summary...
Machine Learning: Beginner Reinforcement Learning in Python
by Milo Spencer-Harper- 4.6
2 hours on-demand video
Some of the most exciting advances in artificial intelligence have occurred by challenging neural networks to play games. Using this example I will teach you Deep Q Learning - a revolutionary technique invented by Google DeepMind to teach neural networks to play chess, Go and Atari....
$11.99