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Spotlight
Wed 17:30 EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
Justin Fu · John Co-Reyes · Sergey Levine
Spotlight
Tue 17:15 Minimal Exploration in Structured Stochastic Bandits
Richard Combes · Stefan Magureanu · Alexandre Proutiere
Poster
Wed 18:30 Boltzmann Exploration Done Right
Nicolò Cesa-Bianchi · Claudio Gentile · Gergely Neu · Gabor Lugosi
Poster
Tue 18:30 Exploring Generalization in Deep Learning
Behnam Neyshabur · Srinadh Bhojanapalli · David Mcallester · Nati Srebro
Poster
Wed 18:30 Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning
Christoph Dann · Tor Lattimore · Emma Brunskill
Poster
Wed 18:30 Active Exploration for Learning Symbolic Representations
Garrett Andersen · George Konidaris
Poster
Wed 18:30 Regret Minimization in MDPs with Options without Prior Knowledge
Ronan Fruit · Matteo Pirotta · Alessandro Lazaric · Emma Brunskill
Poster
Wed 18:30 #Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
Haoran Tang · Rein Houthooft · Davis Foote · Adam Stooke · OpenAI Xi Chen · Yan Duan · John Schulman · Filip DeTurck · Pieter Abbeel
Poster
Wed 18:30 EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
Justin Fu · John Co-Reyes · Sergey Levine
Poster
Tue 18:30 Minimal Exploration in Structured Stochastic Bandits
Richard Combes · Stefan Magureanu · Alexandre Proutiere
Workshop
Fri 11:30 From salt navigation in Caenorhabditis elegans to robot navigation in urban environments, or: the role of sensory computation in balancing exploration and exploitation during animal search
Netta Cohen
Workshop
Fri 14:30 Exploring Ad Effectiveness using Acoustic Features
Matthew Prockup · Hossein Vahabi