ai_systems_landscape_2026

Trial, Error, and Reward

Full Title: Trial, Error, and Reward: How Reinforcement Learning Discovers Strategies No Human Taught — From Game Play to Protein Folding

Author: Hameem M Mahdi, B.S.C.S., M.S.E., Ph.D.

Corresponding Chapter: Reinforcement Learning AI — Interactive Architecture Chart


Status

Manuscript in preparation


Abstract

Coming soon.


Contents

publications/17-reinforcement-learning-ai/
├── README.md          ← You are here
├── paper.pdf          ← Final manuscript (when ready)
├── figures/           ← Figures and diagrams
└── supplementary/     ← Supplementary materials