32 citations · 161 across the 38 of their papers we have counts for
4 papers · 1 filter
Learning Elementary Cellular Automata with Transformers
Mikhail Burtsev
Large Language Models demonstrate remarkable mathematical capabilities but at the same time struggle with abstract reasoning and planning. In this study, we explore whether Transfo…
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…
Neuroevolution Results in Emergence of Short-Term Memory for Goal-Directed Behavior
Konstantin Lakhman, Mikhail Burtsev
Animals behave adaptively in the environment with multiply competing goals. Understanding of the mechanisms underlying such goal-directed behavior remains a challenge for neuroscie…
Alife Model of Evolutionary Emergence of Purposeful Adaptive Behavior
Mikhail S. Burtsev, Vladimir G. Redko, Roman V. Gusarev
The process of evolutionary emergence of purposeful adaptive behavior is investigated by means of computer simulations. The model proposed implies that there is an evolving populat…