Robotics using Deep Reinforcement Learning Training in Bangalore - ZekeLabs Best Robotics using Deep Reinforcement Learning Training Institute in Bangalore India
Robotics using Deep Reinforcement Learning-training-in-bangalore-by-zekelabs

Robotics using Deep Reinforcement Learning Training

Robotics using Deep Reinforcement Learning Course: Reinforcement learning (RL) is an area of machine learning concerned with how software agents ought to take actions in an environment so as to maximize some notion of cumulative reward. Robotics is an area with heavy application of reinforcement learning. Gaming is another area of heavy application. This course is a complete hand-on touching everything from machine learning, deep learning, computer vision etc.
Robotics using Deep Reinforcement Learning-training-in-bangalore-by-zekelabs
Assignments
Robotics using Deep Reinforcement Learning-training-in-bangalore-by-zekelabs
Industry Level Projects
Robotics using Deep Reinforcement Learning-training-in-bangalore-by-zekelabs
Certification

Robotics using Deep Reinforcement Learning Course Curriculum



Basics of Robotics
Kinematics and Control System Theory
Setup and Installation of ROS, Gazibo and Unity
Creating Shapes and Game Environment in Unity
Understanding Rigid Body
Basics of C# for Unity
Assignment :Creating simple Point collector Game in Unity
Different levels in Path Planning
Understanding ROS Framework
Fundamentals of Machine Learning (Pipeline)
Gradient Descent
Assignment 5: Training IRIS dataset for classification
Convolutional Layers vs Fully Connected Layers
Activation, Loss, Dropout
Optimizers
Train Fashion MNIST dataset
Introduction to Unity ML
Understanding Agent and Environment
Building a simple Markov Chain for Cupcakes
Implementation of MRP in GridWorld
Policy Evaluation vs Policy Control
Value Iteration and Policy Iteration
Model Free Prediction
Model Free Control with REINFORCE and SARSA Learning
Off policy vs On Policy Learning
Q Learning
Understanding Deep Learning as Function Approximator
Revisiting Point Collector Example in Unity and
Assignment : training it via Behavioral Cloning
Assignment : Training Cartpole Example via Deep Q Learning
Introduction to Policy Gradient Functions
Assignment :Training Ping Pong Game via Policy Gradient
Assignment :Using OpenAI baselines to train Unity Game
Two Player Board Games
MinMax Trees,
Assignment :Implementing Monte Carlo Tree for 9x9 TicTacToe
Trust Region Policy Optimization and Proximal Policy Optimization
Actor Critic using Kronecker Factored Trust Region
Deep Deterministic Policy Gradients (DDPG)
Assignment :Using DDPG to train Robotic Arm in OpenAI Gy

Frequently Asked Questions


We have options for classroom-based as well as instructor led live online training. The online training is live and the instructors screen will be visible and voice will be audible. Your screen will also be visible and you can ask queries during the live session.

The training on "Robotics using Reinforcement Learning" course is a hands-on training. All the code and exercises will be done in the live sessions. Our batch sizes are generally small so that personalized attention can be given to each and every learner.

We will provide course-specific study material as the course progresses. You will have lifetime access to all the code and basic settings needed for this "Robotics using Reinforcement Learning" through our GitHub account and the study material that we share with you. You can use that for quick reference

Feel free to drop a mail to us at info@zekelabs.com and we will get back to you at the earliest for your queries on "Robotics using Reinforcement Learning" course.

We have tie-ups with a number of hiring partners and and placement assistance companies to whom we connect our learners. Each "Robotics using Reinforcement Learning" course ends with career consulting and guidance on interview preparation.

Minimum 2-3 projects of industry standards on "Robotics using Reinforcement Learning" will be provided.

Yes, we provide course completion certificate to all students. Each "Robotics using Reinforcement Learning" training ends with training and project completion certificate.

You can pay by card (debit/credit), cash, cheque and net-banking. You can also pay in easy installments. You can reach out to us for more information.

We take pride in providing post-training career consulting for "Robotics using Reinforcement Learning".



Recommended Courses


Robotics using Deep Reinforcement Learning-training-in-bangalore-by-zekelabs
Machine-Learning with Python using scikit-learn & tensorflow
  More Info  
Robotics using Deep Reinforcement Learning-training-in-bangalore-by-zekelabs
Deep Learning using Tensorflow
  More Info  
Robotics using Deep Reinforcement Learning-training-in-bangalore-by-zekelabs
Chatbots using Deep Learning
  More Info  
Feedback