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Efficient Uncoupled Learning Dynamics with $\tilde{O}\!\left(T^{-1/4}\right)$ Last-Iterate Convergence in Bilinear Saddle-Point Problems over Convex Sets under Bandit Feedback
Arxiv
0+阅读 · 2月24日
Sink equilibria and the attractors of learning in games
Arxiv
0+阅读 · 3月4日
COLD-Steer: Steering Large Language Models via In-Context One-step Learning Dynamics
Arxiv
0+阅读 · 3月6日
A universal compression theory for lottery ticket hypothesis and neural scaling laws
Arxiv
0+阅读 · 3月2日
The Bounds of Algorithmic Collusion; $Q$-learning, Gradient Learning, and the Folk Theorem
Arxiv
0+阅读 · 3月3日
On the Learning Dynamics of RLVR at the Edge of Competence
Arxiv
0+阅读 · 2月16日
Computing stable limit cycles of learning in games
Arxiv
0+阅读 · 2月11日
Low-Dimensional Execution Manifolds in Transformer Learning Dynamics: Evidence from Modular Arithmetic Tasks
Arxiv
0+阅读 · 2月13日
Games with Payments between Learning Agents
Arxiv
0+阅读 · 2月11日
Scale-Invariant Fast Convergence in Games
Arxiv
0+阅读 · 2月12日
Flexible inference for animal learning rules using neural networks
Flexible inference for animal learning rules using neural networks
Arxiv
0+阅读 · 2月5日
Bandit Social Learning with Exploration Episodes
Arxiv
0+阅读 · 2月5日
Actor-Dual-Critic Dynamics for Zero-sum and Identical-Interest Stochastic Games
Arxiv
0+阅读 · 1月31日
Learning Beyond the Gaussian Data: Learning Dynamics of Neural Networks on an Expressive and Cumulant-Controllable Data Model
Arxiv
0+阅读 · 2月2日
A Backpropagation-Free Feedback-Hebbian Network for Continual Learning Dynamics
Arxiv
0+阅读 · 2月2日
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