Reimagining Claude Shannon’s Theseus in Rust
A little Q-learning, a perfect maze, and two mice running in WebAssembly. How I rebuilt Claude Shannon’s 1950 Theseus mouse in Rust, with a live demo.
#ai-ml
Content tagged with "ai-ml"
IRSim: AI Generation of Infrared Images
IRSim generates infrared images from electro-optical inputs with CycleGAN, trained on the ROCV dataset, to cut the cost of IR scenes for Army simulation.
Exploring Transparency and AI Assessment in LLM-Assisted Research Applications
An LLM as research assistant for finding SBIR/STTR funding: embedding clusters measured against Latent Semantic Indexing, with a human in the loop.
Use of Large Language Model Embeddings to Predict Research Topic Suitability Based on Organizational Capabilities
Can LLM embeddings find SBIR topics that fit a team’s capabilities? Spectral clustering picked 3 of the 5 topics experts chose from 89. SoutheastCon 2024.
Removing Static from Music Using a Back-Propagation Neural Network
AI/ML before it was cool. Our ASMS SuperQuest team used a back-propagation neural network to remove static from music, with UAH and NASA Marshall.
Theseus Maze-Solving Machine
Claude Shannon’s 1950 Theseus machine learned a maze from experience. How the original worked, and a Rust/WebAssembly Q-learning version to run in your browser.