Imitating Inscrutable Enemies: Learning from Stochastic Policy Observation, Retrieval and Reuse

@inproceedings{Gillespie2010ImitatingIE,
  title={Imitating Inscrutable Enemies: Learning from Stochastic Policy Observation, Retrieval and Reuse},
  author={Kellen Gillespie and Justin Karneeb and Stephen Lee-Urban and Hector Mu{\~n}oz-Avila},
  booktitle={ICCBR},
  year={2010}
}
In this paper we study the topic of CBR systems learning from observations in which those observations can be represented as stochastic policies. We describe a general framework which encompasses three steps: (1) it observes agents performing actions, elicits stochastic policies representing the agents’ strategies and retains these policies as cases. (2) The agent analyzes the environment and retrieves a suitable stochastic policy. (3) The agent then executes the retrieved stochastic policy… CONTINUE READING
Highly Cited
This paper has 17 citations. REVIEW CITATIONS