2 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 2 cited
Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes
Artyom Sorokin, Nazar Buzun, Leonid Pugachev +1
In many sequential tasks, a model needs to remember relevant events from the distant past to make correct predictions. Unfortunately, a straightforward application of gradient base…
cs.NE2019★ 2 cited
Continual and Multi-task Reinforcement Learning With Shared Episodic Memory
Artyom Y. Sorokin, Mikhail S. Burtsev
Episodic memory plays an important role in the behavior of animals and humans. It allows the accumulation of information about current state of the environment in a task-agnostic w…