Aaron J. Gruber

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 4

Top Topics

Hierarchical Reinforcement Learning

Knowledge Transfer

Description Logics

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Frontiers Comput. Neurosci.

Publications

Eric Chalmers, Aaron J. Gruber, Artur Luczak
Hippocluster: An efficient, hippocampus-inspired algorithm for graph clustering. Inf. Sci. 639 (2023)
Eric Chalmers, Edgar Bermudez Contreras, Brandon Robertson, Artur Luczak, Aaron J. Gruber
Learning to Predict Consequences as a Method of Knowledge Transfer in Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Eric Chalmers, Edgar Bermudez Contreras, Brandon Robertson, Artur Luczak, Aaron J. Gruber
Context-switching and adaptation: Brain-inspired mechanisms for handling environmental changes. IJCNN (2016)
Eric Chalmers, Artur Luczak, Aaron J. Gruber
Computational Properties of the Hippocampus Increase the Efficiency of Goal-Directed Foraging through Hierarchical Reinforcement Learning. Frontiers Comput. Neurosci. 10 (2016)
Aaron J. Gruber, Peter Dayan, Boris S. Gutkin, Sara A. Solla
Dopamine modulation in the basal ganglia locks the gate to working memory. J. Comput. Neurosci. 20 (2) (2006)
Aaron J. Gruber, Peter Dayan, Boris S. Gutkin, Sara A. Solla
Dopamine Modulation in a Basal Ganglio-cortical Network Implements Saliency-based Gating of Working Memory. NIPS (2003)
Aaron J. Gruber, Sara A. Solla, James C. Houk
Dopamine Induced Bistability Enhances Signal Processing in Spiny Neurons. NIPS (2002)