31 Results

Poster	Wed 9:00	Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits Tianyuan Jin · Pan Xu · Xiaokui Xiao · Anima Anandkumar
Panel	Tue 18:45	Panel 2A-4: Uncoupled Learning Dynamics… & Finite-Time Last-Iterate Convergence… Yang Cai · Ioannis Anagnostides
Poster	Wed 9:00	Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality Teodor Vanislavov Marinov · Mehryar Mohri · Julian Zimmert
Poster	Tue 9:00	Finite-Time Last-Iterate Convergence for Learning in Multi-Player Games Yang Cai · Argyris Oikonomou · Weiqiang Zheng
Poster	Thu 14:00	Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees Siliang Zeng · Chenliang Li · Alfredo Garcia · Mingyi Hong
Poster	Wed 9:00	Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization Tianyi Lin · Zeyu Zheng · Michael Jordan
Poster	Wed 9:00	Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness GUOJUN XIONG · Shufan Wang · Jian Li
Poster		Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks Tao Sun · Dongsheng Li · Bao Wang
Poster	Tue 9:00	Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity Yiheng Lin · Yang Hu · Guannan Qu · Tongxin Li · Adam Wierman
Poster	Thu 9:00	Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update Georgios Piliouras · Ryann Sim · Stratis Skoulakis
Panel	Thu 9:15	Panel 5A-1: Precise Regret Bounds… & Bayesian inference via… Naitong Chen · Changlong Wu
Poster		Trading Off Resource Budgets For Improved Regret Bounds Thomas Orton · Damon Falck