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Precise Dynamics of Diagonal Linear Networks: A Unifying Analysis by Dynamical Mean-Field Theory
Arxiv
0+阅读 · 3月13日
Wasserstein Gradient Flows for Batch Bayesian Optimal Experimental Design
Arxiv
0+阅读 · 3月12日
Approximately Solving Continuous-Time Mean Field Games with Finite State Spaces
Arxiv
0+阅读 · 2月26日
Uniform-in-time concentration in two-layer neural networks via transportation inequalities
Arxiv
0+阅读 · 3月2日
LMFPPO-UBP: Local Mean Field Proximal Policy Optimization with Unbalanced Punishment for Spatial Public Goods Games
Arxiv
0+阅读 · 2月21日
Recurrent Structural Policy Gradient for Partially Observable Mean Field Games
Arxiv
0+阅读 · 2月23日
Graphon Mean-Field Subsampling for Cooperative Heterogeneous Multi-Agent Reinforcement Learning
Arxiv
0+阅读 · 2月18日
Solving Fredholm Integral Equations of the Second Kind via Wasserstein Gradient Flows
Arxiv
0+阅读 · 2月17日
On propagation of chaos for the Fisher-Rao gradient flow in entropic mean-field optimization
Arxiv
0+阅读 · 2月16日
Learning Large-Scale Competitive Team Behaviors with Mean-Field Interactions and Online Opponent Modeling
Arxiv
0+阅读 · 2月13日
Robust Mean-Field Games with Risk Aversion and Bounded Rationality
Arxiv
0+阅读 · 2月13日
Bench-MFG: A Benchmark Suite for Learning in Stationary Mean Field Games
Arxiv
0+阅读 · 2月13日
A Policy Iteration Method for Inverse Mean Field Games
Arxiv
0+阅读 · 2月11日
Operator Learning for Families of Finite-State Mean-Field Games
Arxiv
0+阅读 · 2月13日
Simultaneous analysis of approximate leave-one-out cross-validation and mean-field inference
Arxiv
0+阅读 · 2月12日
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