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Spotlight
Wed Dec 06:45 AM -- 06:50 AM PST @ Room 220 CD
A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem
Sampath Kannan · Jamie Morgenstern · Aaron Roth · Bo Waggoner · Zhiwei Steven Wu
Spotlight
Wed Dec 06:50 AM -- 06:55 AM PST @ Room 220 CD
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs
Han Shao · Xiaotian Yu · Irwin King · Michael Lyu
Spotlight
Wed Dec 06:55 AM -- 07:00 AM PST @ Room 220 CD
End-to-End Differentiable Physics for Learning and Control
Filipe de Avila Belbute-Peres · Kevin Smith · Kelsey Allen · Josh Tenenbaum · J. Zico Kolter
Spotlight
Wed Dec 07:00 AM -- 07:05 AM PST @ Room 220 CD
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes
Ronan Fruit · Matteo Pirotta · Alessandro Lazaric
Oral
Wed Dec 07:05 AM -- 07:20 AM PST @ Room 220 CD
Exploration in Structured Reinforcement Learning
Jungseul Ok · Alexandre Proutiere · Damianos Tranos
Spotlight
Wed Dec 07:20 AM -- 07:25 AM PST @ Room 220 CD
Acceleration through Optimistic No-Regret Dynamics
Jun-Kun Wang · Jacob Abernethy
Spotlight
Wed Dec 07:25 AM -- 07:30 AM PST @ Room 220 CD
On Oracle-Efficient PAC RL with Rich Observations
Christoph Dann · Nan Jiang · Akshay Krishnamurthy · Alekh Agarwal · John Langford · Robert Schapire
Spotlight
Wed Dec 07:30 AM -- 07:35 AM PST @ Room 220 CD
Constant Regret, Generalized Mixability, and Mirror Descent
Zakaria Mhammedi · Robert Williamson
Spotlight
Wed Dec 07:35 AM -- 07:40 AM PST @ Room 220 CD
Efficient Online Portfolio with Logarithmic Regret
Haipeng Luo · Chen-Yu Wei · Kai Zheng
Spotlight
Wed Dec 07:40 AM -- 07:45 AM PST @ Room 220 CD
Solving Large Sequential Games with the Excessive Gap Technique
Christian Kroer · Gabriele Farina · Tuomas Sandholm