37 citations · 41 across the 5 of their papers we have counts for
Showing 2019Show all
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cs.LG2019★ 3 cited
Reinforcement learning with a network of spiking agents
Sneha Aenugu, Abhishek Sharma, Sasikiran Yelamarthi +3
Neuroscientific theory suggests that dopaminergic neurons broadcast global reward prediction errors to large areas of the brain influencing the synaptic plasticity of the neurons i…
cs.LG2019
A memory enhanced LSTM for modeling complex temporal dependencies
Sneha Aenugu
In this paper, we present Gamma-LSTM, an enhanced long short term memory (LSTM) unit, to enable learning of hierarchical representations through multiple stages of temporal abstrac…
cs.NE2019★ 37 cited
Lexicase selection in Learning Classifier Systems
Sneha Aenugu, Lee Spector
The lexicase parent selection method selects parents by considering performance on individual data points in random order instead of using a fitness function based on an aggregated…