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Poster
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Wed 14:00
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Transfer of Deep Reactive Policies for MDP Planning
Aniket (Nick) Bajpai · Sankalp Garg · Mausam
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Poster
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Thu 14:00
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Differentiable MPC for End-to-end Planning and Control
Brandon Amos · Ivan Jimenez · Jacob I Sacks · Byron Boots · J. Zico Kolter
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Poster
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Wed 14:00
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Maximum Causal Tsallis Entropy Imitation Learning
Kyungjae Lee · Sungjoon Choi · Songhwai Oh
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Poster
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Wed 14:00
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Reinforcement Learning for Solving the Vehicle Routing Problem
MohammadReza Nazari · Afshin Oroojlooy · Lawrence Snyder · Martin Takac
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Poster
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Wed 7:45
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Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes
Ronan Fruit · Matteo Pirotta · Alessandro Lazaric
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Poster
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Wed 7:45
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Exploration in Structured Reinforcement Learning
Jungseul Ok · Alexandre Proutiere · Damianos Tranos
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Workshop
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Sat 6:20
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Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning
Prithviraj Ammanabrolu
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Workshop
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Sat 13:00
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Learning to Plan with Logical Automata (Brandon Araki)
Brandon Araki
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Workshop
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Sat 13:10
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Flow: Open Source Reinforcement Learning for Traffic Control
Nishant Kheterpal
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Invited Talk
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Wed 5:30
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Reproducible, Reusable, and Robust Reinforcement Learning
Joelle Pineau
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Workshop
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Sat 13:10
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Hierarchical reinforcement learning for composite-task dialogues
Lihong Li
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Oral
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Thu 12:50
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Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
Jacob Buckman · Danijar Hafner · George Tucker · Eugene Brevdo · Honglak Lee
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