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Oral
Wed Dec 06 04:20 PM -- 04:35 PM (PST) @ Hall A
Off-policy evaluation for slate recommendation
Adith Swaminathan · Akshay Krishnamurthy · Alekh Agarwal · Miro Dudik · John Langford · Damien Jose · Imed Zitouni
Oral
Wed Dec 06 04:35 PM -- 04:50 PM (PST) @ Hall A
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes
Taylor Killian · Samuel Daulton · Finale Doshi-Velez · George Konidaris
Oral
Wed Dec 06 04:50 PM -- 05:05 PM (PST) @ Hall A
Inverse Reward Design
Dylan Hadfield-Menell · Smitha Milli · Pieter Abbeel · Stuart J Russell · Anca Dragan
Spotlight
Wed Dec 06 05:05 PM -- 05:10 PM (PST) @ Hall A
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning
El Mahdi El Mhamdi · Rachid Guerraoui · Hadrien Hendrikx · Alexandre Maurer
Spotlight
Wed Dec 06 05:10 PM -- 05:15 PM (PST) @ Hall A
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning
Christoph Dann · Tor Lattimore · Emma Brunskill
Spotlight
Wed Dec 06 05:15 PM -- 05:20 PM (PST) @ Hall A
Repeated Inverse Reinforcement Learning
Kareem Amin · Nan Jiang · Satinder Singh
Spotlight
Wed Dec 06 05:20 PM -- 05:25 PM (PST) @ Hall A
Learning multiple visual domains with residual adapters
Sylvestre-Alvise Rebuffi · Hakan Bilen · Andrea Vedaldi
Spotlight
Wed Dec 06 05:25 PM -- 05:30 PM (PST) @ Hall A
Natural Value Approximators: Learning when to Trust Past Estimates
Zhongwen Xu · Joseph Modayil · Hado van Hasselt · Andre Barreto · David Silver · Tom Schaul
Spotlight
Wed Dec 06 05:30 PM -- 05:35 PM (PST) @ Hall A
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
Justin Fu · John Co-Reyes · Sergey Levine
Spotlight
Wed Dec 06 05:35 PM -- 05:40 PM (PST) @ Hall A
Regret Minimization in MDPs with Options without Prior Knowledge
Ronan Fruit · Matteo Pirotta · Alessandro Lazaric · Emma Brunskill
Spotlight
Wed Dec 06 05:40 PM -- 05:45 PM (PST) @ Hall A
Successor Features for Transfer in Reinforcement Learning
Andre Barreto · Will Dabney · Remi Munos · Jonathan Hunt · Tom Schaul · David Silver · Hado van Hasselt
Spotlight
Wed Dec 06 05:45 PM -- 05:50 PM (PST) @ Hall A
Overcoming Catastrophic Forgetting by Incremental Moment Matching
Sang-Woo Lee · Jin-Hwa Kim · Jaehyun Jun · Jung-Woo Ha · Byoung-Tak Zhang
Spotlight
Wed Dec 06 05:50 PM -- 05:55 PM (PST) @ Hall A
Fair Clustering Through Fairlets
Flavio Chierichetti · Ravi Kumar · Silvio Lattanzi · Sergei Vassilvitskii
Spotlight
Wed Dec 06 05:55 PM -- 06:00 PM (PST) @ Hall A
Fitting Low-Rank Tensors in Constant Time
Kohei Hayashi · Yuichi Yoshida