Concepedia

Reinforcement Learning For Composition

Reinforcement Learning for Composition is a computational framework within algorithmic composition that employs reinforcement learning techniques to iteratively optimize musical sequences through agent-environment interactions, where rewards guide the generation of aesthetically or stylistically coherent music.

29

Publications

1.1K

Citations

79

Authors

34

Institutions

Publications per year

2017–2026

14

Parents

Publications

29

AI methods for algorithmic composition: A survey, a critical view and future prospects

Georgios Th. Papadopoulos, Geraínt A. Wiggins · 1999 · 170 citations

, , +8

A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping

Debang Li, Huikai Wu, Junge Zhang et al. · 2018 · 134 citations

, , +13

Creating melodies with evolving recurrent neural networks

C.-C.J. Chen, Risto Miikkulainen · 2002 · 94 citations

, , +12

A multi-agent reinforcement learning approach to dynamic service composition

Hongbing Wang, Xiaojun Wang, Xingguo Hu et al. · Information Sciences · 2016 · 72 citations

, , +13

Omax brothers : a dynamic topology of agents for improvization learning

Gérard Assayag, Georges Bloch, Marc Chemillier et al. · 2006 · 69 citations · Full text

, , +15

1–5 of 29

Authors

79

  1. HW
    Hongbing Wang

    Southeast University, China

    6 publications · 234 citations

    6

    h-index

  2. QY
    Qi Yu

    Rochester Institute of Technology, United States

    6 publications · 235 citations

    6

    h-index

  3. AB
    Athman Bouguettaya

    The University of Sydney, Australia

    3 publications · 108 citations

    3

    h-index

  4. XH
    Xingguo Hu

    Southeast University, China

    3 publications · 157 citations

    3

    h-index

  5. AC
    Arshia Cont

    Institut de Recherche et Coordination Acoustique Musique, France

    2 publications · 130 citations

    2

    h-index

1–5 of 79

Institutions

34

  1. Southeast University

    Nanjing, China

    9 h-index

    38 publications

    1.6K citations

  2. Rochester Institute of Technology

    Rochester, United States

    5 h-index

    5 publications

    218 citations

  3. Université de Caen Normandie

    Caen, France

    2 h-index

    2 publications

    130 citations

  4. University of California San Diego

    San Diego, United States

    2 h-index

    2 publications

    130 citations

  5. The University of Sydney

    Sydney, Australia

    2 h-index

    3 publications

    103 citations

  6. Université de Strasbourg

    Strasbourg, France

    2 h-index

    2 publications

    130 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    79 citations

  8. Indian Institute of Technology Dhanbad

    Dhanbad, India

    1 h-index

    2 publications

    28 citations

1–8 of 34

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 31 citations

    2

    h-index

  2. Knowledge-Based Systems

    2 publications · 100 citations

    2

    h-index

  3. Information Sciences

    1 publications · 72 citations

    1

    h-index

  4. Philosophy of Science

    1 publications · 20 citations

    1

    h-index

  5. Future Generation Computer Systems

    FGCS · 1 publications · 39 citations

    1

    h-index

1–5