neural-swarm-1
Acta Machina
Abstract painting by Aurelius Wendelken
21 June 2025

Extending Anthropic's Agent Workflows with Recursive Planning

Custom agent design using Google's new ADK framework.

Abstract painting by Aurelius Wendelken
17 April 2025

Experiments in Constrained LLM Decoding

Writing with only the 1,000 most common words in the English language.

Abstract painting by Aurelius Wendelken
25 January 2025

AIMO Progress Prize 1

Solving national-level math challenges using AI models.

Abstract painting by Aurelius Wendelken
13 January 2024

Generative AI Interfaces

Seven recurring design elements found in Generative AI applications and experiments.

Abstract painting by Aurelius Wendelken
17 November 2023

Bletchley Park's Legacy in Code

Reimplementing the Enigma and Bombe machines using Python.

Abstract painting by Aurelius Wendelken
30 October 2023

Adapting Gymnasium to Find DeepRacer Racing Lines

Train a PPO agent from Stable Baselines3 to master the Gymnasium CarRacing environment.

Abstract painting by Aurelius Wendelken
23 August 2023

Driving Trajectory Extraction from Image Sequences

Learn how to train the DeepVO visual odometry model on the KITTI dataset.

Abstract painting by Aurelius Wendelken
17 June 2023

Handwritten Equation Recognition with Transformers

Learn how to turn handwritten math into LaTeX using Transformers and the CROHME 2023 dataset.

Abstract painting by Aurelius Wendelken
22 March 2023

Deriving Blackjack’s Basic Strategy using Reinforcement Learning

Tabular solution methods from reinforcement learning are used to derive Blackjack’s basic strategy.

Abstract painting by Aurelius Wendelken
1 February 2023

Revisiting the Algorithm that Changed Horse Race Betting

Explore Bill Benter’s iconic horse betting strategy, enhanced with modern code and contrasted against three decades of evolving data.

Abstract painting by Aurelius Wendelken
18 January 2023

Advanced Horse Race Tactics using Trakus Coordinate Data

The impact of drafting percentage, path efficiency, race strategy and speed fluctuation on horse race tactics.