2 papers
cs.LG2025
Emergence of hybrid computational dynamics through reinforcement learning
Roman A. Kononov, Nikita A. Pospelov, Konstantin V. Anokhin +2
Understanding how learning algorithms shape the computational strategies that emerge in neural networks remains a fundamental challenge in machine intelligence. While network archi…
cs.LG2024
Neural Network Compression for Reinforcement Learning Tasks
Dmitry A. Ivanov, Denis A. Larionov, Oleg V. Maslennikov +1
In real applications of Reinforcement Learning (RL), such as robotics, low latency and energy efficient inference is very desired. The use of sparsity and pruning for optimizing Ne…