9 citations · 13 across the 6 of their papers we have counts for
6 papers
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…
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", "…
Reasoning about Dependence, Preference and Coalitional Power
Qian Chen, Chenwei Shi, Yiyan Wang
This paper presents a logic of preference and functional dependence (LPFD) and its hybrid extension (HLPFD), both of whose sound and strongly complete axiomatization are provided.…
Attention module improves both performance and interpretability of 4D fMRI decoding neural network
Zhoufan Jiang, Yanming Wang, ChenWei Shi +6
Decoding brain cognitive states from neuroimaging signals is an important topic in neuroscience. In recent years, deep neural networks (DNNs) have been recruited for multiple brain…
Pareto Optimality, Functional Dependence and Collective Agency
Chenwei Shi, Yiyang Wang
This paper approaches the problem of understanding collective agency from a logical and game-theoretical perspective. Instead of collective intentionality, our analysis highlights…
Argument-based Belief in Topological Structures
Chenwei Shi, Sonja Smets, Fernando R. Velázquez-Quesada
This paper combines two studies: a topological semantics for epistemic notions and abstract argumentation theory. In our combined setting, we use a topological semantics to represe…