Abstract
This paper introduces decision-theoretic planning techniques into automatic music generation. Markov decision processes (MDPs) are a mathematical model of planning under uncertainty, and factored MDPs demonstrate great advantages in an environment where the state space is large. Given a melody, we use a factored MDP planner to fill in the other three voices, based on the characteristics of classical Western four-part harmony.
| Original language | English |
|---|---|
| Journal | CEUR Workshop Proceedings |
| Volume | 268 |
| State | Published - 2007 |
| Event | BMA 2007 5th UAI Bayesian Modeling Applications Workshop, UAI-AW 2007 - Vancouver, BC, Canada Duration: Jul 19 2007 → Jul 19 2007 |
ASJC Scopus subject areas
- General Computer Science