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Nam Phuong Tran

3 accepted papers

2026

BRIDGE: Bi-level Reinforcement Learning for Dynamic Group Structure in Coalition Formation Games

ICLR 2026poster

The challenge of coalition formation games lies in efficiently navigating the exponentially large space of possible coalitions to identify the optimal partition. While existing approaches to solve coalition formation games either provide optimal solutions with limited scalability or approximate solu…

Cited by 0SourceScholar
2024

Learning the Expected Core of Strictly Convex Stochastic Cooperative Games

NeurIPS 2024poster

Reward allocation, also known as the credit assignment problem, has been an important topic in economics, engineering, and machine learning. An important concept in reward allocation is the core, which is the set of stable allocations where no agent has the motivation to deviate from the grand coali…

2024

Symmetric Linear Bandits with Hidden Symmetry

NeurIPS 2024poster

High-dimensional linear bandits with low-dimensional structure have received considerable attention in recent studies due to their practical significance. The most common structure in the literature is sparsity. However, it may not be available in practice. Symmetry, where the reward is invariant un…