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

Sam DevlinDaniel KudenkoMarek Grzes
Published in: Adv. Complex Syst. (2011)
Keyphrases
  • multi agent systems
  • complex systems
  • reward shaping
  • cooperative
  • autonomous agents
  • learning algorithm
  • knowledge base
  • game theory
  • reinforcement learning algorithms
  • complex domains