Daniel Kudenko

Search results

• 2022

  Imitating Playstyle with Dynamic Time Warping Imitation

  Ferguson, M., Devlin, S., Kudenko, D. & Walker, J. A., 21 May 2022, (Accepted/In press) The 17th International Conference on the Foundations of Digital Games (FDG) 2022. ACM

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

• 2020

  Player Style Clustering without Game Variables

  Ferguson, M., Devlin, S., Kudenko, D. & Walker, J. A., 28 May 2020, (Accepted/In press) Proceedings of the International Conference on the Foundations of Digital Games (FDG) 2020. ACM

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

  Open Access

  File
• 2019

  A Reinforcement Learning Based Auto-Scaling Approach for SaaS Providers in Dynamic Cloud Environment

  Wei, Y., Kudenko, D., Liu, S., Pan, L., Wu, L. & Meng, X., 3 Feb 2019, In: Mathematical Problems in Engineering. 2019, 11 p., 5080647.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2018

  Behavioural realism and the activation of aggressive concepts in violent video games

  Zendle, D. I., Kudenko, D. & Cairns, P. A., Jan 2018, In: Entertainment Computing. 24, p. 21-29 9 p.

  Research output: Contribution to journal › Article › peer-review

  File

• Dynamic selection of environmental variables to improve the prediction of aphid phenology: a machine learning approach

  Holloway, P., Kudenko, D. & James, B., 19 Feb 2018, (E-pub ahead of print) In: Ecological Indicators. 88, p. 512-521 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• No Priming in Video Games

  Zendle, D. I., Cairns, P. A. & Kudenko, D., 1 Jan 2018, In: Computers in Human Behaviour. 78, p. 113-125

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2017

  Assured Reinforcement Learning for Safety-Critical Applications

  Mason, G. R., Calinescu, R. C., Kudenko, D. & Banks, A., 2017, Doctoral Consortium at the 10th International Conference on Agents and Artificial Intelligence. SciTePress, 8 p.

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

  Open Access

  File

• Assured Reinforcement Learning with Formally Verified Abstract Policies

  Mason, G. R., Calinescu, R. C., Kudenko, D. & Banks, A., 2017, 9th International Conference on Agents and Artificial Intelligence (ICAART).

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

  Open Access

  File

• Deep Learning of Cell Classification using Microscope Images of Intracellular Microtubule Networks

  Alexei, S., Dmitry, B., Marina, P., Kudenko, D., Burakov, A. & Nadezhdina, E., 18 Dec 2017.

  Research output: Contribution to conference › Paper › peer-review

• Exploring survival rates of companies in the UK video-games industry: An empirical study

  Cabras, I., Goumagias, N. D., Fernandes, K., Cowling, P., Li, F., Kudenko, D., Devlin, S. & Nucciarelli, A., 1 Apr 2017, In: Technological Forecasting and Social Change. 117, p. 305-314 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• From value chains to technological platforms: the effects of crowdfunding in the digital game industry

  Nucciarelli, A., Li, F., Fernandes, K. J., Goumagias, N., Cabras, I., Devlin, S., Kudenko, D. & Cowling, P. I., 3 Mar 2017, (E-pub ahead of print) In: JOURNAL OF BUSINESS RESEARCH. 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2016

  A Conceptual Framework of Business Model Emerging Resilience

  Goumagias, N., Fernandes, K., Cabras, I., Li, F., Shao, J., Devlin, S., Hodge, V. J., Cowling, P. I. & Kudenko, D., 7 Jul 2016.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

• A Strategic Roadmap for Business Model Change for the Video-games Industry

  Goumagias, N., Purvis, K., Fernandes, K., Cabras, I., Li, F., Shao, J., Devlin, S., Hodge, V. J., Cowling, P. & Kudenko, D., 3 May 2016, (Accepted/In press).

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

• Context-sensitive reward shaping for sparse interaction multi-agent systems

  De Hauwere, Y. M., Devlin, S., Kudenko, D. & Nowé, A., 11 Feb 2016, In: The Knowledge Engineering Review. 31, 1, p. 59-76 18 p.

  Research output: Contribution to journal › Article › peer-review

• Distribution Data Across Multiple Cloud Storage Using ReinforcementLearning Method

  Algarni, A. F. H. & Kudenko, D., 2016, (Accepted/In press).

  Research output: Contribution to conference › Paper › peer-review

• Overcoming incorrect knowledge in plan-based reward shaping

  Efthymiadis, K., Devlin, S. & Kudenko, D., 11 Feb 2016, In: The Knowledge Engineering Review. 31, 1, p. 31-43 13 p.

  Research output: Contribution to journal › Article › peer-review

• Plan-based reward shaping for multi-agent reinforcement learning

  Devlin, S. & Kudenko, D., 11 Feb 2016, In: The Knowledge Engineering Review. 31, 1, p. 44-58 15 p.

  Research output: Contribution to journal › Article › peer-review

• Potential-based reward shaping for finite horizon online POMDP planning

  Eck, A., Soh, L. K., Devlin, S. & Kudenko, D., 1 May 2016, In: Autonomous Agents and Multi-Agent Systems. 30, 3, p. 403-445 43 p.

  Research output: Contribution to journal › Article › peer-review

• Resource Abstraction for Reinforcement Learning in Multiagent Congestion Problems

  Malialis, K., Devlin, S. & Kudenko, D., 9 May 2016, p. 512-520. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
• 2015

  Distributed reinforcement learning for adaptive and robust network intrusion response

  Malialis, K., Devlin, S. & Kudenko, D., 3 Jul 2015, In: Connection Science. 27, 3, p. 234-252 19 p.

  Research output: Contribution to journal › Article › peer-review

• Distributed response to network intrusions using multiagent reinforcement learning

  Malialis, K. & Kudenko, D., May 2015, In: Engineering Applications of Artificial Intelligence. 41, C

  Research output: Contribution to journal › Article › peer-review

• Higher graphical fidelity decreases players' access to aggressive concepts in violent video games

  Zendle, D., Cairns, P. & Kudenko, D., 5 Oct 2015, CHI PLAY 2015 - Proceedings of the 2015 Annual Symposium on Computer-Human Interaction in Play. ACM, p. 241-251 11 p.

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

• Predicting player disengagement and first purchase with event-frequency based data representation

  Xie, H., Devlin, S., Kudenko, D. & Cowling, P., 2015, 2015 IEEE Conference on Computational Intelligence and Games (CIG). p. 230-237 8 p.

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

• Stochastic modeling, analysis and verification of mission-critical systems and processes

  Gerasimou, S., Mason, G. R., Paterson, C. A., Banks, A., Calinescu, R. C., Kudenko, D. & Rowe, S., 2015, 4th IMA Conference on Mathematics in Defence. 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

  File
• 2014

  A phylogenetic classification of the video-game industry’s business model ecosystem

  Goumagias, N., Cabras, I., Fernandes, K. J., Li, F., Nucciarelli, A., Cowling, P., Devlin, S. & Kudenko, D., 2014, Working Conference on Virtual Enterprises. Camarinha-Matos, L. M. & Afsarmanesh, H. (eds.). Springer, p. 285-294 10 p.

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

• Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence

  Brys, T., Nowé, A., Kudenko, D. & Taylor, M., 2014, The 28th Conference of the American Association on Artificial Intelligence: AAAI 2014.

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

  File

• Coordinated team learning and difference rewards for distributed intrusion response

  Malialis, K., Devlin, S. & Kudenko, D., 2014, ECAI 2014: 21st European Conference on Artificial Intelligence, Including Prestigious Applications of Intelligent Systems, PAIS 2014, Proceedings. IOS Press, Vol. 263. p. 1063-1064 2 p. (Frontiers in Artificial Intelligence and Applications; vol. 263).

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

• Game intelligence

  Devlin, S., Cowling, P. I., Kudenko, D., Goumagias, N., Nucciareli, A., Cabras, I., Fernandes, K. J. & Li, F., 2014, 2014 IEEE Conference on Computational Intelligence and Games. p. 1-8 8 p.

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

• Game Intelligence: Proceedings of the IEEE Conference on Computational Intelligence in Games (CIG)

  Devlin, S., Cowling, P. I., Kudenko, D., Goumagias, N., Nucciarelli, A., Cabras, I., Fernandes, K. J. & Li, F., 2014.

  Research output: Contribution to conference › Paper › peer-review

• Knowledge revision for reinforcement learning with abstract MDPs

  Efthymiadis, K., Devlin, S. & Kudenko, D., 2014, 13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1535-1536 2 p.

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

• Potential-based difference rewards for multiagent reinforcement learning

  Devlin, S., Yliniemi, L., Kudenko, D. & Turner, K., 2014, 13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 1. p. 165-172 8 p.

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

• Predicting player disengagement in online games

  Xie, H., Kudenko, D., Devlin, S. & Cowling, P., 2014, Workshop on Computer Games. Cazenave, T., Winands, M. H. M. & Björnsson, Y. (eds.). Springer, p. 133-149 17 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2013

  Overcoming erroneous domain knowledge in plan-based reward shaping

  Efthymiadis, K., Devlin, S. & Kudenko, D., 2013, 12th International Conference on Autonomous Agents and Multiagent Systems 2013, AAMAS 2013. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1245-1246 2 p.

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

• Potential-based reward shaping for POMDPs

  Eck, A., Son, L. K., Devlin, S. & Kudenko, D., 2013, 12th International Conference on Autonomous Agents and Multiagent Systems 2013, AAMAS 2013. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1123-1124 2 p.

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

• 2012

  Dynamic Potential-Based Reward Shaping

  Devlin, S. M. & Kudenko, D., Jun 2012, Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems. IFAAMAS, p. 433-440 8 p.

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

  Open Access

  File

• Plan-based reward shaping for multi-agent reinforcement learning

  Devlin, S. & Kudenko, D., 2012, Proceedings of the Adaptive and Learning Agents Workshop 2012, ALA 2012 - Held in Conjunction with the 11th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2012. p. 49-56 8 p.

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

• YORLL: York Reinforcement Learning Library

  Reinforcement Learning Research Group, 2012

  Research output: Non-textual form › Software
• 2011

  An Empirical Study of Potential-Based Reward Shaping and Advice in Complex, Multi-Agent Systems

  Devlin, S., Grzes, M. & Kudenko, D., Apr 2011, In: Advances in Complex Systems. 14, 2, p. 251-278 28 p.

  Research output: Contribution to journal › Article › peer-review

• Innovative Integrated Architecture for Educational Games: Challenges and Merits

  HodHod, R. A., Cairns, P. A., Kudenko, D., Pan, Z. (ed.), Cheok, A. D. (ed.), Müller, W. (ed.) & Yang, X. (ed.), 2011, In: T. Edutainment. 5, p. 1-34 34 p.

  Research output: Contribution to journal › Article › peer-review

• Multi-agent, reward shaping for RoboCup KeepAway

  Devlin, S., Grześ, M. & Kudenko, D., 2011, 10th International Conference on Autonomous Agents and Multiagent Systems 2011, AAMAS 2011. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1157-1158 2 p.

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

• Multi-Agent Potential-based Reward Shaping for RoboCup KeepAway

  Devlin, S., Grzes, M. & Kudenko, D., May 2011.

  Research output: Contribution to conference › Paper › peer-review

• Theoretical Considerations of Potential-Based Reward Shaping for Multi-Agent Systems

  Devlin, S. & Kudenko, D., May 2011, The 10th International Conference on Autonomous Agents and Multiagent Systems . ACM, p. 225-232

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

  Open Access

  File
• 2010

  Adaptive Interactive Narrative Model to Teach Ethics

  HodHod, R. A., Kudenko, D. & Cairns, P. A., Oct 2010, In: International Journal of Gaming and Computer-Mediated Simulations. 2, 4, p. 1-15 15 p.

  Research output: Contribution to journal › Article › peer-review

• AEINS: The role of interactive narrative in fostering character education

  Hodhod, R., Kudenko, D. & Cairns, P., 2010, Proceedings of the 3rd International Symposium on AI and Games - A Symposium at the AISB 2010 Convention. p. 47-53 7 p.

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

• Automated Event Recognition for Football Commentary Generation

  Zheng, M. & Kudenko, D., Oct 2010, In: International Journal of Gaming and Computer-Mediated Simulations. 2, 4, p. 67-84 18 p.

  Research output: Contribution to journal › Article › peer-review

• Character Education Using Pedagogical Agents and Socratic Voice

  HodHod, R. A., Kudenko, D. & Cairns, P. A., 2010.

  Research output: Contribution to conference › Paper › peer-review

• Fostering character education with games and interactive story generation

  Hodhod, R., Cairns, P. & Kudenko, D., 2010, Designing Games for Ethics: Models, Techniques and Frameworks. IGI Global, p. 208-233 26 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Multi-Agent Reinforcement Learning with Reward Shaping for KeepAway Takers

  Devlin, S., Grzes, M. & Kudenko, D., May 2010.

  Research output: Contribution to conference › Paper › peer-review

• Online learning of shaping rewards in reinforcement learning

  Grzes, M. & Kudenko, D., May 2010, In: Neural Networks. 23, 4, p. 541-550 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• PAC-MDP learning with knowledge-based admissible models

  Grzes, M. & Kudenko, D., 2010, Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010). Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems , p. 349-356 8 p.

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