KAN-Dreamer: Benchmarking Kolmogorov-Arnold Networks as Function Approximators in World Models

Chenwei Shi, Xueyu Luan

DreamerV3 is a state-of-the-art online model-based reinforcement learning (MBRL) algorithm known for remarkable sample efficiency. Concurrently, Kolmogorov-Arnold Networks (KANs) h…