Doctor Dave de Jonge
Adjunct Fellow,
Dean's Unit, Computer, Data & Math Sciences
Biography
Dave de Jonge is a researcher in Artificial Intelligence, with a background in Mathematics and Theoretical Physics. He obtained his master's degree in Mathematical Physics in 2008 at the Universiteit van Amsterdam under supervision of Robbert Dijkgraaf. In May 2015 he obtained his PhD in Artificial Intelligence at the IIIA-CSIC in Barcelona, under supervision of Carles Sierra. Currently he is working with Dongmo Zhang at Western Sydney University.
His main interest is in Automated Negotiations where utility functions do not have an explicit expression, but instead are defined in terms of some hard, time-consuming problem that may involve Logic, Game Theory and Constraint Satisfaction. One typical example of such a domain is the game of Diplomacy, which he has been using as a test-bed for his research. Furthermore, he is especially interested in applying techniques from General Game Playing to the field of Automated Negotiations.
This information has been contributed by Doctor de Jonge.
Interests
- Automated Negotiations
- Constraint Satisfaction and Optimization
- Formal Logic
- General Game Playing
Organisational Unit (School / Division)
- Dean's Unit, Computer, Data & Math Sciences
Contact
| Email: | N/A |
|---|---|
| Phone: | (02) 9685 4704 |
| Mobile: | |
| Location: | ED.G.141 ParramattaParramatta |
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Publications
Chapters in Books
- Qiao, J., Zhang, D. and De Jonge, D. (2018), 'Virtual roundabout protocol for autonomous vehicles', AI 2018: Advances in Artificial Intelligence, 31st Australasian Joint Conference Wellington, New Zealand, December 11-14, 2018, Proceedings, Springer 9783030039905.
- Noriega, P. and de Jonge, D. (2016), 'Electronic institutions : the EI/EIDE framework', Social Coordination Frameworks for Social Technical Systems, Springer 9783319335681.
Journal Articles
- de Jonge, D. (2023), 'A new bargaining solution for finite offer spaces', Applied Intelligence, vol 53, no 23 , pp 28310 - 28332.
- De Jonge, D. and Zhang, D. (2020), 'Strategic negotiations for extensive-form games', Autonomous Agents and Multi-Agent Systems, vol 34, no 1 .
- De Jonge, D., Trescak, T., Sierra, C., Simoff, S. and De Mantaras, R. (2019), 'Using game description language for mediated dispute resolution', AI and Society, vol 34, no 4 , pp 767 - 784.
- De Jonge, D. and Sierra, C. (2017), 'D-Brane : a diplomacy playing agent for automated negotiations research', Applied Intelligence, vol 47, no 1 , pp 158 - 177.
Conference Papers
- De Jonge, D. (2022), 'An analysis of the linear bilateral ANAC domains using the MiCRO benchmark strategy', International Joint Conference on Artificial Intelligence, Vienna, Austria.
- De Jonge, D., Bistaffa, F. and Levy, J. (2021), 'A heuristic algorithm for multi-agent vehicle routing with automated negotiation', International Conference on Autonomous Agents and Multiagent Systems, U.K..
- De Jonge, D. and Zhang, D. (2020), 'Strategic negotiations for extensive-form games', International Conference on Autonomous Agents and Multiagent Systems, Auckland, New Zealand.
- De Jonge, D., Baarslag, T., Aydogan, R., Jonker, C., Fujita, K. and Ito, T. (2019), 'The challenge of negotiation in the game of Diplomacy', AT (Conference), Bergen, Norway.
- Qiao, J., Zhang, D. and De Jonge, D. (2019), 'Graph representation of road and traffic for autonomous driving', Pacific Rim International Conference on Artificial Intelligence, Yanuca Island, Fiji.
- De Jonge, D. and Zhang, D. (2017), 'Automated negotiations for general game playing', International Joint Conference on Autonomous Agents and Multiagent Systems, Sao Paulo, Brazil.
- De Jonge, D. and Zhang, D. (2016), 'Lifted backward search for general game playing', Australasian Joint Conference on Artificial Intelligence , Hobart, Tas..
- De Jonge, D. and Zhang, D. (2016), 'Using GDL to represent domain knowledge for automated negotiations', International Conference on Autonomous Agents and Multiagent Systems, Singapore.
- De Jonge, D. and Sierra, C. (2016), 'Trust, negotiations and virtual currencies for a sharing economy', European Conference on Multi-Agent Systems and International Conference on Agreement Technologies, Athens, Greece.
- De Jonge, D. and Sierra, C. (2016), 'SIMPLE : a language for the specification of protocols, similar to natural language', International Conference on Coordination, Organisations, Institutions and Norms in Agent Systems, Istanbul, Turkey.