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203 Results
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Spotlight
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Tue 16:40 |
Learning Compositional Neural Programs with Recursive Tree Search and Planning Thomas PIERROT · Guillaume Ligner · Scott Reed · Olivier Sigaud · Nicolas Perrin · Alexandre Laterre · David Kas · Karim Beguir · Nando de Freitas |
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Oral
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Tue 16:50 |
Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning Harm Van Seijen · Mehdi Fatemi · Arash Tavakoli |
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Poster
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Tue 17:30 |
Learning Compositional Neural Programs with Recursive Tree Search and Planning Thomas PIERROT · Guillaume Ligner · Scott Reed · Olivier Sigaud · Nicolas Perrin · Alexandre Laterre · David Kas · Karim Beguir · Nando de Freitas |
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Workshop
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Fri 8:00 |
Biological and Artificial Reinforcement Learning Raymond Chua · Sara Zannone · Feryal Behbahani · Rui Ponte Costa · Claudia Clopath · Blake Richards · Doina Precup |
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Poster
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Wed 10:45 |
Interval timing in deep reinforcement learning agents Ben Deverett · Ryan Faulkner · Meire Fortunato · Gregory Wayne · Joel Leibo |
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Poster
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Thu 17:00 |
Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections Boris Muzellec · Marco Cuturi |
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Spotlight
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Tue 17:15 |
Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies Yonathan Efroni · Nadav Merlis · Mohammad Ghavamzadeh · Shie Mannor |
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Poster
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Thu 17:00 |
Generalization of Reinforcement Learners with Working and Episodic Memory Meire Fortunato · Melissa Tan · Ryan Faulkner · Steven Hansen · Adrià Puigdomènech Badia · Gavin Buttimore · Charles Deck · Joel Leibo · Charles Blundell |
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Poster
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Thu 10:45 |
Unsupervised State Representation Learning in Atari Ankesh Anand · Evan Racah · Sherjil Ozair · Yoshua Bengio · Marc-Alexandre Côté · R Devon Hjelm |
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Poster
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Tue 17:30 |
Learning dynamic polynomial proofs Alhussein Fawzi · Mateusz Malinowski · Hamza Fawzi · Omar Fawzi |
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Demonstration
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Wed 17:00 |
F1/10: An open-source 1/10th scale platform for autonomous racing and reinforcement learning Matthew O'Kelly · Dhruv Karthik · Hongrui Zheng · Joseph Auckley · Siddharth Singh · Shashank D Prasad · Kim Luong · Matthew R Lebermann · Rahul Mangharam |