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Workshop
Sat 8:40 Learning to optimize with reinforcement learning
Jitendra Malik
Workshop
Sat 13:30 Hierarchical Imitation and Reinforcement Learning for Robotics (Jan Peters)
Jan Peters
Workshop
Sat 16:50 POSTER: Curiosity-driven reinforcement learning with hoemostatic regulation
Ildefons Magrans de Abril
Spotlight
Tue 17:05 Posterior sampling for reinforcement learning: worst-case regret bounds
Shipra Agrawal · Randy Jia
Workshop
Sat 14:10 Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning (Saurabh Kumar)
Saurabh Kumar
Poster
Wed 18:30 Active Exploration for Learning Symbolic Representations
Garrett Andersen · George Konidaris
Workshop
Sat 16:50 POSTER: Sample-efficient reinforcement learning through transfer and architectural priors
Benjamin Spector
Poster
Wed 18:30 Conservative Contextual Linear Bandits
Abbas Kazerouni · Mohammad Ghavamzadeh · Yasin Abbasi · Benjamin Van Roy
Poster
Wed 18:30 State Aware Imitation Learning
Yannick Schroecker · Charles Isbell
Workshop
Sat 9:30 Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning
Hadrien Hendrikx
Spotlight
Wed 17:10 Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning
Christoph Dann · Tor Lattimore · Emma Brunskill
Poster
Wed 18:30 EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
Justin Fu · John Co-Reyes · Sergey Levine