Petr Novotný

Momba: Network Modernization Improves Multi-Objective Reinforcement Learning

Recent advances in neural network design are integrated: observation and feature normalization, weight normalization, and modeling of distributional returns with an entropy-regularized MORL algorithm, demonstrating that these changes substantially improve the quality of the produced solution sets without requiring majo...