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The 2021 schedule is still incomplete
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Oral
Wed Jul 21 07:00 PM -- 07:20 PM (PDT)
Improved Regret Bound and Experience Replay in Regularized Policy Iteration
In Reinforcement Learning Theory 5
Nevena Lazic · Dong Yin · Yasin Abbasi-Yadkori · Csaba Szepesvari
[ Paper ]
Spotlight
Wed Jul 21 07:20 PM -- 07:25 PM (PDT)
Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs
In Reinforcement Learning Theory 5
Weichao Mao · Kaiqing Zhang · Ruihao Zhu · David Simchi-Levi · Tamer Basar
[ Paper ]
Spotlight
Wed Jul 21 07:25 PM -- 07:30 PM (PDT)
Optimal Off-Policy Evaluation from Multiple Logging Policies
In Reinforcement Learning Theory 5
Nathan Kallus · Yuta Saito · Masatoshi Uehara
[ Paper ]
Spotlight
Wed Jul 21 07:30 PM -- 07:35 PM (PDT)
Provably Correct Optimization and Exploration with Non-linear Policies
In Reinforcement Learning Theory 5
Fei Feng · Wotao Yin · Alekh Agarwal · Lin Yang
[ Paper ]
Spotlight
Wed Jul 21 07:35 PM -- 07:40 PM (PDT)
Safe Reinforcement Learning Using Advantage-Based Intervention
In Reinforcement Learning Theory 5
Nolan Wagener · Byron Boots · Ching-An Cheng
[ Paper ]
Spotlight
Wed Jul 21 07:40 PM -- 07:45 PM (PDT)
Robust Pure Exploration in Linear Bandits with Limited Budget
In Reinforcement Learning Theory 5
Ayya Alieva · Ashok Cutkosky · Abhimanyu Das
[ Paper ]
Spotlight
Wed Jul 21 07:45 PM -- 07:50 PM (PDT)
Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap
In Reinforcement Learning Theory 5
Gokul Swamy · Sanjiban Choudhury · J. Bagnell · Steven Wu
[ Paper ]
Q&A
Wed Jul 21 07:50 PM -- 07:55 PM (PDT)
Q&A
In Reinforcement Learning Theory 5