Data Science (and R - Statistical Programming)

by Roger D. Peng [John Hopkins University]

[R Programming]

[The Art of Data Science]

AI and Agents - Conferences and Organisations

Multi-Agent Organizations and Conferences

IFAAMAS = International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)

AAMAS 2025 Detroit = International Conference on Autonomous Agents and Multiagent Systems

Exploring Multi-Agent Frameworks, Books and Papers

In the rapidly evolving field of artificial intelligence (AI), open-source libraries and frameworks have emerged as valuable resources for developers and researchers. This blog post aims to provide an overview of some notable open-source AI agent libraries, their features, and potential use cases.

LLMs: Lessons Learned and Evaluation

 Applied LLMs: What we've learned from a year of building with LLMs
https://applied-llms.org/ 

Lessons Learned Building Products Powered by Generative AI

https://tech.buzzfeed.com/lessons-learned-building-products-powered-by-generative-ai-7f6c23bff376

EvalGen - Who validates the validators - https://arxiv.org/abs/2404.12272

Your AI Product Needs Evals

https://hamel.dev/blog/posts/evals/

LLM evaluation metrics

https://www.confident-ai.com/blog/llm-evaluation-metrics-everything-you-need-for-llm-evaluation

Asian classic texts

Journey to the West

 https://en.m.wikipedia.org/wiki/Journey_to_the_West

AI - Reinforcement Learning and Robotics

AI - Reinforcement Learning and Robotics

# Robotics

- Majko Physics Engine - https://github.com/google-deepmind/mujoco

- book: Sutton & Barto - "Reinforcement Learning: An Introduction"

- free eBook

- Robot Operating System (ROS) = https://github.com/ros-infrastructure/www.ros.org

War-time and Spy Books

Exile's Return

cowley - killing thatcher (doug)

Seventeen Moments of Spring (soviet spy)

(done) operation mince meat