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31 Results
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Poster
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Wed 18:30 |
Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets Karol Hausman · Yevgen Chebotar · Stefan Schaal · Gaurav Sukhatme · Joseph Lim |
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Poster
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Wed 18:30 |
Policy Gradient With Value Function Approximation For Collective Multiagent Planning Duc Thien Nguyen · Akshat Kumar · Hoong Chuin Lau |
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Poster
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Wed 18:30 |
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning El Mahdi El-Mhamdi · Rachid Guerraoui · Hadrien Hendrikx · Alexandre Maurer |
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Poster
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Mon 18:30 |
Towards Generalization and Simplicity in Continuous Control Aravind Rajeswaran · Kendall Lowrey · Emanuel Todorov · Sham Kakade |
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Poster
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Wed 18:30 |
Inverse Reward Design Dylan Hadfield-Menell · Smitha Milli · Pieter Abbeel · Stuart J Russell · Anca Dragan |
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Poster
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Wed 18:30 |
Learning Combinatorial Optimization Algorithms over Graphs Elias Khalil · Hanjun Dai · Yuyu Zhang · Bistra Dilkina · Le Song |
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Poster
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Mon 18:30 |
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains Ga Wu · Buser Say · Scott Sanner |
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Poster
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Wed 18:30 |
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes Taylor Killian · Samuel Daulton · Finale Doshi-Velez · George Konidaris |
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Poster
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Mon 18:30 |
Value Prediction Network Junhyuk Oh · Satinder Singh · Honglak Lee |
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Poster
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Wed 18:30 |
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning Christoph Dann · Tor Lattimore · Emma Brunskill |
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Poster
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Tue 18:30 |
Finite sample analysis of the GTD Policy Evaluation Algorithms in Markov Setting Yue Wang · Wei Chen · Yuting Liu · Zhi-Ming Ma · Tie-Yan Liu |
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Poster
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Wed 18:30 |
Thinking Fast and Slow with Deep Learning and Tree Search Thomas Anthony · Zheng Tian · David Barber |