Daniel Kudenko

Best Publications

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

  Unknown

  302
  Citations

• Reinforcement learning of coordination in cooperative multi-agent systems

  Spiros Kapetanakis;Daniel Kudenko

  279
  Citations

• Learning in multi-agent systems

  Eduardo Alonso;Mark D'inverno;Daniel Kudenko;Michael Luck

  199
  Citations

• Dynamic potential-based reward shaping

  Unknown

  179
  Citations

• Multi-agent Reinforcement Learning for Intrusion Detection.

  Unknown

  144
  Citations

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

  Alberto Nucciarelli;Alberto Nucciarelli;Feng Li;Kiran Jude Fernandes;Nikolaos Goumagias

  140
  Citations

• Theoretical considerations of potential-based reward shaping for multi-agent systems

  Unknown

  121
  Citations

• Potential-based difference rewards for multiagent reinforcement learning

  Sam Devlin;Logan Yliniemi;Daniel Kudenko;Kagan Tumer

  118
  Citations

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

  Sam Devlin;Daniel Kudenko;Marek Grześ

  104
  Citations

• Plan-based reward shaping for reinforcement learning

  Unknown

  104
  Citations

• Dynamic generation of dilemma-based interactive narratives

  Unknown

  93
  Citations

• Multi-agent reinforcement learning for intrusion detection

  Unknown

  92
  Citations

• 2010 Special Issue: Online learning of shaping rewards in reinforcement learning

  Unknown

  89
  Citations

• Multi-objectivization of reinforcement learning problems by reward shaping

  Tim Brys;Anna Harutyunyan;Peter Vrancx;Matthew E. Taylor

  86
  Citations

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

  Hanting Xie;Sam Devlin;Daniel Kudenko;Peter Cowling

  73
  Citations

• Distributed response to network intrusions using multiagent reinforcement learning

  Unknown

  70
  Citations

• Tuning the performance of the MMAS heuristic

  Enda Ridge;Daniel Kudenko

  69
  Citations

• Machine learning and inductive logic programming for multi-agent systems

  Unknown

  67
  Citations

• Feature generation for sequence categorization

  Daniel Kudenko;Haym Hirsh

  65
  Citations

• Generation of Adaptive Dilemma-Based Interactive Narratives

  H. Barber;D. Kudenko

  65
  Citations