Training of Robotic Manipulators on the Obstacle Avoidance task through Reinforcement Learning
Easily train a Robotic Manipulator to avoid obstacles by using the robotic-maninpulator-rloa framework- 25340Murphy ≡ DeepGuide
Reinforcement Learning: an Easy Introduction to Value Iteration
Learn the fundamentals of RL and how to apply Value Iteration to a simple example problem- 27197Murphy ≡ DeepGuide
AWS DeepRacer : A Practical Guide to Reducing The Sim2Real Gap – Part 1
In this guide (which also happens to be my first Medium article), I will share practical tips & tricks to autonomously run the AWS...- 24405Murphy ≡ DeepGuide
The Tournament of Reinforcement Learning: DDPG, SAC, PPO, I2A, Decision Transformer
Training simulated humanoid robots to fight using five new Reinforcement Learning papers- 29448Murphy ≡ DeepGuide
AWS DeepRacer : A Practical Guide to Reducing The Sim2Real Gap – Part 2 || Training Guide
This article describes how to train the AWS DeepRacer to drive safely around a track without crashing. The goal is not to train the...- 24775Murphy ≡ DeepGuide
Real-Time Hand Tracking and Gesture Recognition with MediaPipe: Rerun Showcase
How to visualise MediaPipe's Hand Tracking and Gesture Recognition with Rerun- 25007Murphy ≡ DeepGuide
An Introduction to Reinforcement Learning
A deep dive into the rudiments of reinforcement learning, including model-based and model-free methods- 29470Murphy ≡ DeepGuide
AI Use Cases are Fundamentally Different
How to find unique use cases for AI and places where moderate AI performance is still valuable- 23001Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag