Simulating the Card Game ‘War'
A coding story about a simple game with an infinite twist- 23575Murphy ≡ DeepGuide
Rubik's cubes and Markov chains
We obtain the probability of optimally solving the Rubik's cube using a Markov process description- 23333Murphy ≡ DeepGuide
Training an Agent to Master a Simple Game Through Self-Play
Simulate games and predict the outcomes.- 27574Murphy ≡ DeepGuide
Training an Agent to Master Tic-Tac-Toe Through Self-Play
Surprisingly, a software agent never gets tired of the game.- 25108Murphy ≡ DeepGuide
Modeling Games with Markov Chains
Exploring Probabilistic Modeling using "Shut the Box"- 25788Murphy ≡ DeepGuide
What if ChatGPT is Actually a Tour Guide From Another World? (Part 2)
Part I of this post hypothesized that ChatGPT is a tour guide leading us through a high-dimensional version of the computer game Minecraft. Outrageous? Absolutely, but I tested the hypothesis anyway and stumbled on something beautiful and mysterious insid- 28425Murphy ≡ DeepGuide
How I Built an LLM-Based Game from Scratch
Part I: Game concepts and Causal Graphs for LLMs- 27799Murphy ≡ DeepGuide
Hacking "Codenames" with GloVe Embeddings
Using a GloVe embedding-based algorithm to achieve 100% accuracy on the popular party game "Codenames"- 25625Murphy ≡ DeepGuide
Using Linear Equations + LLM to Solve LinkedIn Queens Game
Prompting GPT to form and solve the linear equations using PuLP- 21383Murphy ≡ DeepGuide
I Built An AI Human-Level Game Player
Old-school game trees can be incredibly effective.- 26908Murphy ≡ DeepGuide
When Machines Think Ahead: The Rise of Strategic AI
Exploring the advancements in strategic AI and how large language models fit into the bigger picture- 22217Murphy ≡ DeepGuide
Using Optimization to Solve Adversarial Problems
An example of simultaneously optimizing two policies for two adversarial agents, looking specifically at the cat and mouse game.- 27218Murphy ≡ 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