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Research Output

2019

Ensemble Decision Systems for general video game playing

Anderson, D., Rodgers, P., Levine, J., Guerrero-Romero, C. & Perez-Liebana, D., 23 Aug 2019. 8 p.

Research output: Contribution to conferencePaper

Open Access
File
12 Downloads (Pure)

Open-world games: an exploration of creative play

Arnott, L., Levine, J. & Shanks, G., 31 Mar 2019, Early Learning in the Digital Age. Palaiologou, I. & Gray, C. (eds.). London: SAGE Publications Ltd

Research output: Chapter in Book/Report/Conference proceedingChapter

2018

Deceptive games

Anderson, D., Stephenson, M., Togelius, J., Salge, C., Levine, J. & Renz, J., 8 Mar 2018, In : Lecture Notes in Computer Science. 10784, p. 376-391 16 p.

Research output: Contribution to journalConference Contribution

Open Access
File
7 Citations (Scopus)
14 Downloads (Pure)
2017
Open Access
File
13 Citations (Scopus)
18 Downloads (Pure)
Open Access
File
13 Citations (Scopus)
15 Downloads (Pure)
2015

A hybrid constraint integer programming approach to solve nurse scheduling problems

Rahimian, E., Akartunali, K. & Levine, J., 25 Aug 2015, Mista 2015 Proceedings of the 7th Multidisciplinary International Scheduling Conference: Theory and Applications . Hanzálek, Z., Kendall, G., McCollum, B. & Šůcha, P. (eds.). Prague, Czech Republic, p. 429-442 14 p. (Proceedings of the Multidisciplinary International Conference on Scheduling: Theory and Applications).

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
111 Downloads (Pure)

AI-based game design patterns

Treanor, M., Zook, A., Eladhari, M. P., Togelius, J., Smith, G., Cook, M., Thompson, T., Magerko, B., Levine, J. & Smith, A., 29 Dec 2015, Proceedings of the 10th International Conference on the Foundations of Digital Games 2015 (FDG 2015). Santa Cruz, CA, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
50 Downloads (Pure)
2014

Optimising plans using genetic programming

Westerberg, C. H. & Levine, J., 21 May 2014, Proceedings of the Sixth European Conference on Planning. Palo Alto, 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
26 Downloads (Pure)
2013

General video game playing

Levine, J., Bates Congdon, C., Ebner, M., Kendall, G., Lucas, S. M., Miikkulainen, R., Schaul, T. & Thompson, T., 30 Nov 2013, Artificial and Computational Intelligence in Games: A Follow-up to Dagstuhl Seminar 12191. Lucas, S. M., Mateas, M., Preuss, M., Spronck, P. & Togelius, J. (eds.). p. 77-84 8 p. (Dagstuhl Follow-Ups).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
159 Downloads (Pure)

Towards a video game description language

Ebner, M., Levine, J., Lucas, S. M., Schaul, T., Thompson, T. & Togelius, J., 12 Nov 2013, (Accepted/In press) Artificial and Computational Intelligence in Games. Wadern, Vol. 6. p. 85-100 16 p. (Dagstuhl Follow-ups; vol. 6).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
87 Downloads (Pure)
2012

Abstraction through clustering: complexity reduction in automated planning domains

Dicken, L., Gregory, P. & Levine, J., 2012, In : International Journal of Data Mining, Modelling and Management. 4, 2, p. 123 - 137 15 p.

Research output: Contribution to journalArticle

Multidimensional Pareto optimization of touchscreen keyboards for speed, familiarity and improved spell checking

Dunlop, M. & Levine, J., May 2012, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. New York, p. 2669-2678 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
41 Citations (Scopus)
178 Downloads (Pure)
2010

Implicit Learning of Macro-Actions for Planning

Newton, M. A. H. & Levine, J., 1 Aug 2010, Proceedings of the 2010 conference on ECAI 2010 : 19th European Conference on Artificial Intelligence. New York, p. 323-328 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

2 Citations (Scopus)
2009

Evolutionary-based learning of generalised policies for AI planning domains

Galea, M., Humphreys, D., Levine, J. & Westerberg, H., 2009, Proceedings of the 11th Annual conference on Genetic and evolutionary computation (GECCO '09). New York, p. 1195-1202 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

4 Citations (Scopus)

Realtime execution of automated plans using evolutionary robotics

Thompson, T. & Levine, J., 1 Sep 2009, Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games (CIG 09). IEEE, p. 333-340 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

2 Citations (Scopus)
2008

An evaluation of the benefits of look-ahead in Pac-Man

Thompson, T., McMillan, L., Levine, J. & Andrew, A., 1 Dec 2008, IEEE Symposium Computational Intelligence and Games, 2008: CIG '09. Piscataway NJ: IEEE, p. 310-315 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

9 Citations (Scopus)

Automatically detecting neighbourhood constraint interactions using Comet

Andrew, A., Levine, J., Naveh, Y. (ed.) & Flener, P. (ed.), 1 Sep 2008, p. 7-12. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
66 Downloads (Pure)
2007

An investigation into tournament poker strategy using evolutionary algorithms

Carter, R. G. & Levine, J., 1 Apr 2007, Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games (CIG 2007). New York: IEEE, p. 177-124 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

6 Citations (Scopus)

Constraint directed variable neighbourhood search

Andrew, A., Levine, J. & Long, D., 1 Sep 2007, Proceedings of the 4th International Workshop on Local Search Techniques in Constraint Satisfaction held at CP 2007. 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Evolving macro-actions for planning

Newton, M. A. H. & Levine, J., 1 Sep 2007, Proceedings of the Workshop on AI Planning and Learning held at ICAPS 07. 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

File
55 Downloads (Pure)

EvoTanks: co-evolutionary development of game-playing agents

Thompson, T., Levine, J. & Hayes, G., 2007. 6 p.

Research output: Contribution to conferencePaper

File
5 Citations (Scopus)
67 Downloads (Pure)

Learning macro-actions for arbitrary planners and domains

Newton, M. A. H., Levine, J., Fox, M., Long, D., Boddy, M. (ed.), Fox, M. (ed.) & Thiebaux, S. (ed.), 2007, Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS 2007). California, USA, p. 256-263 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

47 Citations (Scopus)

Towards emerging complex cooperative behaviours in flatland: rewarding over mimicking

Yannakakis, G., Levine, J. M. & Hallam, J., 2007, In : IEEE Transactions on Evolutionary Computation. 11, 3, p. 382-396 14 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)
2006

Learning macro-actions genetically from plans

Newton, M. A. H., Levine, J., Fox, M. & Long, D., 1 Dec 2006, Proceedings of the 25th Workshop of the UK Planning and Scheduling Special Interest Group (PlanSIG 2006). 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

2005

Evolutionary computation variants for cooperative spatial coordination

Yannakakis, G., Levine, J. M. & Hallam, J., Sep 2005, Proceedings of the 2005 IEEE Congress on Evolutionary Computation. IEEE, Vol. 3. p. 2715-2722 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

Genetically evolved macro-actions in AI planning problems

Newton, M. A. H., Levine, J. & Fox, M., 1 Dec 2005, Proceedings of the 24th Workshop of the UK Planning and Scheduling Special Interest Group (PlanSIG 2005). p. 163-172 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

2004

A hybrid ant algorithm for scheduling independent jobs in heterogeneous computing environments

Ritchie, G. & Levine, J., 1 Dec 2004, Proceedings of the 23rd Workshop of the UK Planning and Scheduling Special Interest Group. 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

File
46 Downloads (Pure)

An evolutionary approach for interactive computer games

Yannakakis, G. N., Levine, J. & Hallam, J., 1 Jun 2004, Proceedings of the 2004 IEEE Congress on Evolutionary Computation (CEC 04). 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

21 Citations (Scopus)

Ant colony optimisation and local search for bin-packing and cutting stock problems

Levine, J. & Ducatelle, F., 31 Jul 2004, In : Journal of the Operational Research Society. 55, 7, p. 705-716 12 p.

Research output: Contribution to journalArticle

Open Access
File
123 Citations (Scopus)
13 Downloads (Pure)

Numeric briefcase domain metric optimisation using an EA

Westerberg, H. & Levine, J., 1 Dec 2004, Proceedings of the 23rd Workshop of the UK Planning and Scheduling Special Interest Group.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

The use of data-mining for the automatic formation of tactics

Duncan, H., Bundy, A., Levine, J., Storkey, A. & Pollet, M., 1 Jul 2004, Proceedings of the Workshop on Computer-Supported Mathematical Theory Development held at IJCAR 2004.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
90 Downloads (Pure)
2003

A fast, effective local search for scheduling independent jobs in heterogeneous computing environments

Ritchie, G. & Levine, J., 1 Dec 2003, Proceedings of the 22nd Workshop of the UK Planning and Scheduling Special Interest Group. 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
60 Downloads (Pure)

Ants can solve difficult bin packing problems

Levine, J. & Ducatelle, F., 1 Aug 2003, Proceedings of the 1st Multidisciplinary International Conference on Scheduling: Theory and applications (MISTA 2003).

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Apollo 13: a challenge domain for the planning community

Westerberg, H. & Levine, J., 1 Jun 2003, Proceedings of the Workshop on the Planning Competition held at ICAPS 2003. 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Learning action strategies for planning domains using genetic programming

Levine, J. & Humphreys, D., 1 Dec 2003, Proceedings of the 22nd Workshop of the UK Planning and Scheduling Special Interest Group. 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

11 Citations (Scopus)

Performance, robustness and effort cost comparison of machine learning mechanisms in FlatLand

Yannakakis, G. N., Levine, J., J. Hallam, J. & Papageorgiou, M., 1 Jun 2003, 11th IEEE Mediterranean Conference on Control and Automation (MED'03). 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

2001

Applying adversarial planning techniques to Go

Willmott, S., Richardson, J., Bundy, A. & Levine, J. M., 2001, In : Theoretical Computer Science. 252, 1, p. 45-82 37 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)