Eric Chalmers
Affiliations: | 2015- | University of Lethbridge, Lethbridge, Alberta, Canada |
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Parents
Sign in to add mentor| Aaron J. Gruber | post-doc | 2015- | ||
| (postdoc) | ||||
| Artur Luczak | post-doc | 2015- | University of Lethbrdige | |
| (postdoc) | ||||
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Publications
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| Chalmers E, Duarte S, Al-Hejji X, et al. (2024) Simulated synapse loss induces depression-like behaviors in deep reinforcement learning. Frontiers in Computational Neuroscience. 18: 1466364 |
| Chalmers E, Luczak A. (2024) A bio-inspired reinforcement learning model that accounts for fast adaptation after punishment. Neurobiology of Learning and Memory. 215: 107974 |
| Bardal M, Chalmers E. (2023) Four attributes of intelligence, a thousand questions. Biological Cybernetics. 117: 407-409 |
| Kubo Y, Chalmers E, Luczak A. (2023) Biologically-inspired neuronal adaptation improves learning in neural networks. Communicative & Integrative Biology. 16: 2163131 |
| Kubo Y, Chalmers E, Luczak A. (2022) Combining backpropagation with Equilibrium Propagation to improve an Actor-Critic reinforcement learning framework. Frontiers in Computational Neuroscience. 16: 980613 |
| Chalmers E, Contreras EB, Robertson B, et al. (2017) Learning to Predict Consequences as a Method of Knowledge Transfer in Reinforcement Learning. Ieee Transactions On Neural Networks and Learning Systems |
| Chalmers E, Luczak A, Gruber AJ. (2016) Computational Properties of the Hippocampus Increase the Efficiency of Goal-Directed Foraging through Hierarchical Reinforcement Learning. Frontiers in Computational Neuroscience. 10: 128 |
| Chalmers E, Pedrycz W, Lou E. (2015) Human experts' and a fuzzy model's predictions of outcomes of scoliosis treatment: a comparative analysis. Ieee Transactions On Bio-Medical Engineering. 62: 1001-7 |