Poster
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Tue 17:30
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Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update
Suyoung Lee · Sungik Choi · Sae-Young Chung
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Demonstration
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Tue 17:30
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SCC: Deep Reinforcement Learning Agent plays StarCraft II at competitive human level
XJ Wang · Peng Peng
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Poster
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Wed 10:45
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SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies
Kamyar Ghasemipour · Shixiang (Shane) Gu · Richard Zemel
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Poster
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Wed 17:00
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Meta-Inverse Reinforcement Learning with Probabilistic Context Variables
Lantao Yu · Tianhe Yu · Chelsea Finn · Stefano Ermon
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Workshop
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Sat 15:00
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Contributed talk 6: Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings
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Workshop
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Sat 16:15
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Multi-Task Reinforcement Learning and Generalization
Katja Hofmann
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Demonstration
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Wed 17:00
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The Option Keyboard: Combining Skills in Reinforcement Learning
Daniel Toyama · Shaobo Hou · Gheorghe Comanici · Andre Barreto · Doina Precup · Shibl Mourad · Eser Aygün · Philippe Hamel
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Poster
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Wed 17:00
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Pure Exploration with Multiple Correct Answers
Rémy Degenne · Wouter Koolen
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Tutorial
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Mon 14:45
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Reinforcement Learning: Past, Present, and Future Perspectives
Katja Hofmann
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Poster
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Wed 17:00
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Loaded DiCE: Trading off Bias and Variance in Any-Order Score Function Gradient Estimators for Reinforcement Learning
Gregory Farquhar · Shimon Whiteson · Jakob Foerster
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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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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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