The author explores the use of Tsallis entropy for regularization in linearly solvable MDP and linear quadratic regulators, aiming to balance exploration and sparsity in control policies.
Tsallis entropy regularization is utilized in optimal control to balance exploration and sparsity effectively.
Tsallis entropy regularization balances exploration and sparsity in optimal control.
Tsallis Entropy wird zur Regularisierung von linearen MDPs und linearen quadratischen Reglern verwendet, um zwischen Exploration und Sparsamkeit der Steuerung zu balancieren.