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Poster
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Tue 10:45
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Learning Local Search Heuristics for Boolean Satisfiability
Emre Yolcu · Barnabas Poczos
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Poster
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Tue 10:45
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Safe Exploration for Interactive Machine Learning
Matteo Turchetta · Felix Berkenkamp · Andreas Krause
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Poster
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Tue 17:30
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Mapping State Space using Landmarks for Universal Goal Reaching
Zhiao Huang · Fangchen Liu · Hao Su
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Poster
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Tue 10:45
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A Meta-MDP Approach to Exploration for Lifelong Reinforcement Learning
Francisco Garcia · Philip Thomas
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Spotlight
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Wed 10:25
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VIREL: A Variational Inference Framework for Reinforcement Learning
Mattie Fellows · Anuj Mahajan · Tim G. J. Rudner · Shimon Whiteson
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Spotlight
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Wed 10:40
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Learning Reward Machines for Partially Observable Reinforcement Learning
Rodrigo Toro Icarte · Ethan Waldie · Toryn Klassen · Rick Valenzano · Margarita Castro · Sheila McIlraith
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Workshop
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Sat 17:30
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Mixed Autonomy Traffic: A Reinforcement Learning Perspective
Cathy Wu
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Workshop
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Sat 9:00
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Grandmaster Level in StarCraft II using Multi-Agent Reinforcement Learning - Invited Talk
Oriol Vinyals
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Spotlight
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Tue 17:15
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Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies
Yonathan Efroni · Nadav Merlis · Mohammad Ghavamzadeh · Shie Mannor
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Spotlight
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Tue 16:35
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A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning
Nicolas Carion · Nicolas Usunier · Gabriel Synnaeve · Alessandro Lazaric
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Spotlight
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Tue 17:10
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Robust exploration in linear quadratic reinforcement learning
Jack Umenberger · Mina Ferizbegovic · Thomas Schön · Håkan Hjalmarsson
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Workshop
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Fri 15:00
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Contributed Talk: LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games
Leonard Adolphs
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