An improved Q-learning algorithm using synthetic pheromones

N. Monekosso; P. Remagnino; A. Szarowicz

An improved Q-learning algorithm using synthetic pheromones

N. Monekosso, P. Remagnino, A. Szarowicz

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.
Publication status	Published - 2001

Bibliographical note

Note: Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.

Keywords

Computer science and informatics
ant
communication
coordination
decision-making
forage
machine learning
multi-agents
pheromones

1 Paper

An improved Q-learning algorithm using synthetic pheromones
Monekosso, N., Remagnino, P. & Szarowicz, A., 2001.
Research output: Contribution to conference › Paper › peer-review

Cite this

Monekosso, N., Remagnino, P., & Szarowicz, A. (2001). An improved Q-learning algorithm using synthetic pheromones. In Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.

Monekosso, N. ; Remagnino, P. ; Szarowicz, A. / An improved Q-learning algorithm using synthetic pheromones. Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.. 2001.

@inproceedings{775c3516ba864a7bb39aa9e58057da5b,

title = "An improved Q-learning algorithm using synthetic pheromones",

keywords = "Computer science and informatics, ant, communication, coordination, decision-making, forage, machine learning, multi-agents, pheromones",

author = "N. Monekosso and P. Remagnino and A. Szarowicz",

note = "Note: Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.",

year = "2001",

language = "English",

booktitle = "Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.",

}

Monekosso, N, Remagnino, P & Szarowicz, A 2001, An improved Q-learning algorithm using synthetic pheromones. in Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708..

An improved Q-learning algorithm using synthetic pheromones. / Monekosso, N.; Remagnino, P.; Szarowicz, A.
Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.. 2001.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An improved Q-learning algorithm using synthetic pheromones

AU - Monekosso, N.

AU - Remagnino, P.

AU - Szarowicz, A.

N1 - Note: Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.

PY - 2001

Y1 - 2001

KW - Computer science and informatics

KW - ant

KW - communication

KW - coordination

KW - decision-making

KW - forage

KW - machine learning

KW - multi-agents

KW - pheromones

M3 - Conference contribution

BT - Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.

ER -

Monekosso N, Remagnino P, Szarowicz A. An improved Q-learning algorithm using synthetic pheromones. In Revised version published as: Monekosso, Ndedi, Remagnino, Paolo and Szarowicz, Adam (2002) An improved Q-learning algorithm using synthetic pheromones. In: Dunin-Keplicz, Barbara and Nawarecki, Edward, (eds.) From theory to practice in multi-agent systems. Berlin, Germany; London, UK : Springer. pp. 197-206. (Lecture notes in computer science, no. 2296) ISSN (print) 0302-9743 ISBN 3540433708.. 2001