Notes & Thoughts
A collection of articles on Reinforcement Learning, Math, and Engineering.
All Posts (3)
2024-10-31Reinforcement Learning
Notes on Reinforcement Learning: an Introduction
A deep dive into the foundational concepts of Reinforcement Learning, exploring Markov Decision Processes (MDPs) and basic policy iteration methods.
RLDeep LearningMath
Read more 2024-10-28Math
Combinatorial Optimization: an Introduction
An introduction to the field of Combinatorial Optimization, focusing on complexity classes (P vs NP) and exact vs. heuristic solving methods.
MathOptimizationAlgorithms
Read more 2024-10-28Deep Learning
Attention! Learn to Solve Routing Problems
Analyzing the application of Attention mechanisms in Neural Combinatorial Optimization. How transformers can replace heuristics for TSP and VRP.
Deep LearningOptimizationVRP
Read more