Posts

What is Contest Theory? Contest theory is a tool to describe situation where agents compete with costly efforts to win a scare prize. …
2 min read Contest Theory

What is the Discouragement Effect? The discouragement effect is when the future consequences of winning or losing the current contest …
4 min read Contest Theory

Introduction In Markov Decision Processes you have: * Agent: The decision maker / learner. The agent sends an action to the …
2 min read Reinforcement Learning

Introduction This is going to be part of series where I illustrate examples and questions from the brilliant book by Sutton and Barto …
4 min read Reinforcement Learning

The Problem OpenAI recently released some open research questions. As a beginner in AI I decided to tackle the begineer ‘Warmups’ they …
3 min read Deep Learning

Have you been struggling to learn about what decision trees are? Finding it difficult to link pictures of trees with machine learning …
12 min read Deep Learning

Introduction Following on from the previous post about decision trees let us move on to Random Forests. Let us use the Soybean data …
3 min read Data Analysis

Overall sentiments - magnitude overallData <- subset(sentimentData, select = …
8 min read Data Analysis