Linearizing Contextual Bandits with Latent State Dynamics
Elliot Nelson, Debarun Bhattacharjya, et al.
UAI 2022
The maximum number of edge-disjoint spanning trees in a network has been used as a measure of the strength of a network. It gives the number of disjoint ways that the network can be fully connected. This suggests a game theoretic analysis that shows the relative importance of the different links to form a strong network. We introduce the Network strength game as a cooperative game defined on a graph G= (V, E). The player set is the edge-set E and the value of a coalition S⊆ E is the maximum number of disjoint spanning trees included in S. We study the core of this game, and we give a polynomial combinatorial algorithm to compute the nucleolus when the core is non-empty.
Elliot Nelson, Debarun Bhattacharjya, et al.
UAI 2022
Soumyadip Ghosh, Mark S. Squillante
WSC 2022
Harman Singh, Poorva Garg, et al.
NeurIPS 2022
Oktie Hassanzadeh, Parul Awasthy, et al.
ISWC 2022