3 papers
cs.LG2025
A Study of Value-Aware Eigenoptions
Harshil Kotamreddy, Marlos C. Machado
Options, which impose an inductive bias toward temporal and hierarchical structure, offer a powerful framework for reinforcement learning (RL). While effective in sequential decisi…
cs.LG2024
Learning Continually by Spectral Regularization
Alex Lewandowski, Michał Bortkiewicz, Saurabh Kumar +4
Loss of plasticity is a phenomenon where neural networks can become more difficult to train over the course of learning. Continual learning algorithms seek to mitigate this effect…
cs.AI2013
A Methodology for Player Modeling based on Machine Learning
Marlos C. Machado
AI is gradually receiving more attention as a fundamental feature to increase the immersion in digital games. Among the several AI approaches, player modeling is becoming an import…