A constrained rational activation with denominator degree one larger than numerator and no constant term stabilizes high-UTD continuous control, while trading off long-term plasticity.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Balancing Expressivity and Robustness: Constrained Rational Activations for Reinforcement Learning
A constrained rational activation with denominator degree one larger than numerator and no constant term stabilizes high-UTD continuous control, while trading off long-term plasticity.