Instructional Video8:50
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Implementing Frozen Lake - 3

Higher Ed
This is the third of the four-part video that explains implementing Frozen Lake. This clip is from the chapter "RL-Based Q-Learning" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on...
Instructional Video4:15
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Hyperparameter Initialization

Higher Ed
This video demonstrates the initialization of hyperparameters. This clip is from the chapter "Deep RL DQN" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on deep RL DQN.
Instructional Video4:15
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - How to Get State

Higher Ed
This video demonstrates how to get state. This clip is from the chapter "Deep RL DQN" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on deep RL DQN.
Instructional Video5:14
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Final Structure Implementation - 2

Higher Ed
This is the second of the three-part video on the final structure implementation. This clip is from the chapter "Deep RL DQN" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on deep RL...
Instructional Video4:34
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Extracting Tensors

Higher Ed
This video explains how to extract tensors. This clip is from the chapter "Deep RL DQN" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on deep RL DQN.
Instructional Video3:26
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Epsilon Greedy Strategy Implemented

Higher Ed
This video explains the implementation of Epsilon Greedy Strategy. This clip is from the chapter "Deep RL DQN" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on deep RL DQN.
Instructional Video7:36
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Epsilon

Higher Ed
This video explains about Epsilon. This clip is from the chapter "Hyper Parameters and Concepts" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on hyper parameters and concepts.
Instructional Video7:06
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DQN Algorithm Steps

Higher Ed
This video explains the steps of the DQN algorithm. This clip is from the chapter "Deep RL DQN" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on deep RL DQN.
Instructional Video3:34
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Why Activation Function Is Required Exercise Solution

Higher Ed
This is an exercise solution video that explains why activation function is required. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section...
Instructional Video4:42
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Why Activation Function Is Required

Higher Ed
This video explains why activation function is required in DNN. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video3:10
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN What Is Loss Function Exercise Solution - 2

Higher Ed
This is an exercise solution video on the Loss function in DNN. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video7:04
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN What Is Loss Function

Higher Ed
This video demonstrates about the Loss function. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN foundation for...
Instructional Video15:51
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN PyTorch CIFAR10 Example

Higher Ed
This video talks about the example of DNN PyTorch CIFAR10. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video5:58
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Properties of Activation Function

Higher Ed
This video talks about the DNN properties of activation function. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video5:39
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Loss Function in PyTorch

Higher Ed
This video explains about the Loss function in PyTorch. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN foundation...
Instructional Video13:48
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Implementation Stochastic Gradient Descent

Higher Ed
This video explains about the implementation of stochastic gradient descent. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses...
Instructional Video15:13
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Implementation in PyTorch

Higher Ed
This video explains about the implementation in PyTorch. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video3:57
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Implementation Gradient Step

Higher Ed
This video explains about the implementation of the gradient step. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video3:28
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Hyperparameters

Higher Ed
This video explains about the DNN hyperparameters. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN foundation for...
Instructional Video6:46
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Gradient Descent Implementation

Higher Ed
This video explains about the implementation of gradient descent. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video2:57
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Gradient Descent Exercise

Higher Ed
This is an exercise video on gradient descent. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN foundation for deep...
Instructional Video8:16
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN ForwardStep Implementation

Higher Ed
This video explains about the implementation of DNN ForwardStep. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN...
Instructional Video3:53
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Dropout

Higher Ed
This video explains about the DNN Dropout. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN foundation for deep RL.
Instructional Video4:28
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Architecture Exercise Solution

Higher Ed
This is an exercise solution video on DNN architecture. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN foundation...