2 papers
cs.LG2025
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…
cs.LO2025
Logic of (Common or Distributed) Knowledge
Chenwei Shi
In this paper, we generalize epistemic logic so that it can help reason about ways of combining common knowledge and distributed knowledge such as "common distributed knowledge", "…