Alicia P. Wolfe
Publications
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Alicia Peregrin Wolfe, Paying Attention To What Matters: Observation
Abstraction In Partially Observable Environments. Doctoral Dissertation, Department of Computer Science, University of Massachusetts, Amherst MA. 2010.
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Alicia Peregrin Wolfe and Andrew G. Barto, Decision Tree Methods for Finding Reusable MDP Homomorphisms.
In Proceedings of AAAI-06, 2006.
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[slides]
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Özgür Şimşek, Alicia P. Wolfe, and Andrew G. Barto,
Identifying useful subgoals in reinforcement learning by local graph partitioning.
In Proceedings of the Twenty-Second International Conference on
Machine Learning (ICML-05).
[pdf]
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Alicia P. Wolfe and David Jensen, Playing Multiple Roles: Discovering Overlapping Roles in Social Networks.
In Proceedings of the ICML-04 Workshop on Statistical Relational Learning and its Connections to Other Fields, 2004.
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Özgür Şimşek, Alicia P. Wolfe, and Andrew G. Barto,
Local graph partitioning as a basis for generating temporally-extended actions
in reinforcement learning.
In Proceedings of the AAAI-04 Workshop on Learning and Planning in Markov
Processes - Advances and Challenges, 2004.
[pdf]
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Benjamin A. Allan, Robert C. Armstrong, Alicia P. Wolfe, Jaideep Ray, David E. Bernholdt, James Arthur Kohl, The CCA core specification in a distributed memory SPMD framework. Concurrency and Computation: Practice and Experience 14(5): 323-345 , 2002.
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