Koopman-assisted RL reformulates max-entropy algorithms using controlled Koopman tensors and reports SOTA performance versus neural SAC on Lorenz, fluid flow, and other systems.
Analysis of fluid flows via spectral properties of the Koopman operator
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2024 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Koopman-Assisted Reinforcement Learning
Koopman-assisted RL reformulates max-entropy algorithms using controlled Koopman tensors and reports SOTA performance versus neural SAC on Lorenz, fluid flow, and other systems.