1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.AI2024★ 1 cited
Improved Monte Carlo Planning via Causal Disentanglement for Structurally-Decomposed Markov Decision Processes
Larkin Liu, Shiqi Liu, Yinruo Hua +1
Markov Decision Processes (MDPs), as a general-purpose framework, often overlook the benefits of incorporating the causal structure of the transition and reward dynamics. For a sub…
cs.CE2024
No-Regret Learning for Stackelberg Equilibrium Computation in Newsvendor Pricing Games
Larkin Liu, Yuming Rong
We introduce the application of online learning in a Stackelberg game pertaining to a system with two learning agents in a dyadic exchange network, consisting of a supplier and ret…