Daniel Kudenko

Search results

• 2017

  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

• 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

• 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

• 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
• 2014

  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

• 2011

  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

• 2010

  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

• 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

• 2009

  Duality of Actor and Character Goals in Virtual Drama

  Arinbjarnar, M. & Kudenko, D., 2009, p. 386-392.

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

• Educational Narrative and Student Modeling for Ill-Defined Domains

  HodHod, R. A., Kudenko, D. & Cairns, P. A., 2009, p. 638. 640 p.

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

• Improving Optimistic Exploration in Model-Free Reinforcement Learning

  Grzes, M. & Kudenko, D., 2009, p. 360-369.

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

• Knowledge-Based Reinforcement Learning for Data Mining

  Kudenko, D. & Grzes, M., 2009, p. 21-22.

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

• Reinforcement Learning in RoboCup KeepAway with Partial Observability

  Devlin, S., Grzes, M. & Kudenko, D., 2009, p. 201-208.

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

• Theoretical and Empirical Analysis of Reward Shaping in Reinforcement Learning

  Grzes, M. & Kudenko, D., 2009, p. 337-344.

  Research output: Contribution to conference › Paper › peer-review
• 2008

  An Empirical Analysis of the Impact of Prioritised Sweeping on the DynaQ's Performance

  Grzes, M. & Kudenko, D., 2008, p. 1041-1051.

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

• Generation of Dilemma-Based Narratives: Method and Turing Test Evaluation

  Barber, H. & Kudenko, D., 2008, p. 214-217.

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

• Multi-Agent Reinforcement Learning for Intrusion Detection: A case study and evaluation

  Servin, A. & Kudenko, D., 2008, p. 873-874.

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

• Multigrid Reinforcement Learning with Reward Shaping

  Grzes, M. & Kudenko, D., 2008, p. 357-366.

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

• Robustness Analysis of SARSA(lambda): Different Models of Reward and Initialisation

  Grzes, M. & Kudenko, D., 2008, p. 144-156.

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

• Schemas in Directed Emergent Drama

  Arinbjarnar, M. & Kudenko, D., 2008, p. 180-185.

  Research output: Contribution to conference › Paper › peer-review
• 2007

  An Analysis of Problem Difficulty for a Class of Optimisation Heuristics

  Ridge, E. & Kudenko, D., 2007, p. 198-209.

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

• APD-A Tool for Identifying Behavioural Patterns Automatically from Clickstream Data

  Ting, I.-H., Clark, L., Kimble, C., Kudenko, D. & Wright, P., 2007, p. 66-73.

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

• Applying Web Usage Mining Techniques to Discover Potential Browsing Problems of Users

  Ting, I.-H., Kimble, C. & Kudenko, D., 2007, p. 929-930.

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

• Combining Reinforcement Learning with Symbolic Planning

  Grounds, M. & Kudenko, D., 2007, p. 75-86.

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

• Dynamic Generation of Dilemma-based Interactive Narratives

  Barber, H. & Kudenko, D., 2007, p. 2-7.

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

• Multi-agent Reinforcement Learning for Intrusion Detection

  Servin, A. & Kudenko, D., 2007, p. 211-223.

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

• Parallel reinforcement learning with linear function approximation

  Grounds, M. & Kudenko, D., 2007, p. 45.

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

• Screening the parameters affecting heuristic performance

  Ridge, E. & Kudenko, D., 2007, p. 180.

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

• Tuning the Performance of the MMAS Heuristic

  Ridge, E. & Kudenko, D., 2007, p. 46-60.

  Research output: Contribution to conference › Paper › peer-review
• 2006

  Interactions Between Stereotypes

  Lock, Z. P. & Kudenko, D., 2006, p. 172-181.

  Research output: Contribution to conference › Paper › peer-review
• 2005

  Baselines for Joint-Action Reinforcement Learning of Coordination in Cooperative Multi-agent Systems

  Carpenter, M. & Kudenko, D., 2005, p. 55-72.

  Research output: Contribution to conference › Paper

• Learning to Coordinate Using Commitment Sequences in Cooperative Multi-agent Systems

  Kapetanakis, S., Kudenko, D. & Strens, M. J. A., 2005, p. 106-118.

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

• Moving Nature-Inspired Algorithms to Parallel, Asynchronous and Decentralised Environments

  Ridge, E., Kudenko, D., Kazakov, D. & Curry, E., 2005, p. 35-49.

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

• Reinforcement Learning of Coordination in Heterogeneous Cooperative Multi-agent Systems

  Kapetanakis, S. & Kudenko, D., 2005, p. 119-131.

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

• UBB Mining: Finding Unexpected Browsing Behaviour in Clickstream Data to Improve a Web Site's Design

  Ting, I.-H., Kimble, C. & Kudenko, D., 2005, p. 179-185.

  Research output: Contribution to conference › Paper › peer-review
• 2002

  Reinforcement Learning Approaches to Coordination in Cooperative Multi-agent Systems

  Kapetanakis, S., Kudenko, D. & Strens, M. J. A., 2002, p. 18-32.

  Research output: Contribution to conference › Paper › peer-review
• 2001

  Machine Learning and Inductive Logic Programming for Multi-agent Systems

  Kazakov, D. & Kudenko, D., 2001, p. 246-272.

  Research output: Contribution to conference › Paper › peer-review
• 2000

  Machine Learning for Logic-Based Multi-agent Systems

  Alonso, E. & Kudenko, D., 2000, p. 306-307.

  Research output: Contribution to conference › Paper › peer-review
• 1999

  Feature-Based Learners for Description Logics

  Kudenko, D. & Hirsh, H., 1999.

  Research output: Contribution to conference › Paper › peer-review
• 1998

  Feature Generation for Sequence Categorization

  Kudenko, D. & Hirsh, H., 1998, p. 733-738.

  Research output: Contribution to conference › Paper › peer-review
• 1997

  Representing Sequences in Description Logics

  Hirsh, H. & Kudenko, D., 1997, p. 384-389.

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

• Transferring and Retraining Learned Information Filters

  Cohen, W. W. & Kudenko, D., 1997, p. 583-590.

  Research output: Contribution to conference › Paper › peer-review
• 1996

  Representing Sequences in Description Logics Using Suffix Trees

  Kudenko, D. & Hirsh, H., 1996, p. 141-145.

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

• 1992

  An Empirical Analysis of Terminological Representation Systems

  Heinsohn, J., Kudenko, D., Nebel, B. & Profitlich, H.-J., 1992, p. 767-773.

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