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14 Program Highlights »
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Spotlight
Wed Dec 5th 03:30 -- 03:35 PM @ Room 220 CD
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation
Qiang Liu · Lihong Li · Ziyang Tang · Dengyong Zhou
Spotlight
Wed Dec 5th 03:35 -- 03:40 PM @ Room 220 CD
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation
Jiaxuan You · Bowen Liu · Zhitao Ying · Vijay Pande · Jure Leskovec
Spotlight
Wed Dec 5th 03:40 -- 03:45 PM @ Room 220 CD
Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing
Chen Liang · Mohammad Norouzi · Jonathan Berant · Quoc V Le · Ni Lao
Spotlight
Wed Dec 5th 03:45 -- 03:50 PM @ Room 220 CD
Meta-Reinforcement Learning of Structured Exploration Strategies
Abhishek Gupta · Russell Mendonca · YuXuan Liu · Pieter Abbeel · Sergey Levine
Oral
Wed Dec 5th 03:50 -- 04:05 PM @ Room 220 CD
Policy Optimization via Importance Sampling
Alberto Maria Metelli · Matteo Papini · Francesco Faccio · Marcello Restelli
Spotlight
Wed Dec 5th 04:05 -- 04:10 PM @ Room 220 CD
A Bayesian Approach to Generative Adversarial Imitation Learning
Wonseok Jeon · Seokin Seo · Kee-Eung Kim
Spotlight
Wed Dec 5th 04:10 -- 04:15 PM @ Room 220 CD
Visual Reinforcement Learning with Imagined Goals
Ashvin Nair · Vitchyr Pong · Murtaza Dalal · Shikhar Bahl · Steven Lin · Sergey Levine
Spotlight
Wed Dec 5th 04:15 -- 04:20 PM @ Room 220 CD
Randomized Prior Functions for Deep Reinforcement Learning
Ian Osband · John Aslanides · Albin Cassirer
Spotlight
Wed Dec 5th 04:20 -- 04:25 PM @ Room 220 CD
Playing hard exploration games by watching YouTube
Yusuf Aytar · Tobias Pfaff · David Budden · Thomas Paine · Ziyu Wang · Nando de Freitas
Oral
Wed Dec 5th 04:25 -- 04:40 PM @ Room 220 CD
Recurrent World Models Facilitate Policy Evolution
David Ha · Jürgen Schmidhuber
Spotlight
Wed Dec 5th 04:40 -- 04:45 PM @ Room 220 CD
Reducing Network Agnostophobia
Akshay Raj Dhamija · Manuel Günther · Terrance Boult
Spotlight
Wed Dec 5th 04:45 -- 04:50 PM @ Room 220 CD
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies
Alessandro Achille · Tom Eccles · Loic Matthey · Chris Burgess · Nicholas Watters · Alexander Lerchner · Irina Higgins
Spotlight
Wed Dec 5th 04:50 -- 04:55 PM @ Room 220 CD
Geometrically Coupled Monte Carlo Sampling
Mark Rowland · Krzysztof Choromanski · François Chalus · Aldo Pacchiano · Tamas Sarlos · Richard E Turner · Adrian Weller
Spotlight
Wed Dec 5th 04:55 -- 05:00 PM @ Room 220 CD
Scalable Laplacian K-modes
Imtiaz Ziko · Eric Granger · Ismail Ben Ayed