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Poster
Wed 9:00 Neural Probabilistic Motor Primitives for Humanoid Control
Josh Merel · Leonard Hasenclever · Alexandre Galashov · Arun Ahuja · Vu Pham · Greg Wayne · Yee Whye Teh · Nicolas Heess
Poster
Wed 9:00 Modeling the Long Term Future in Model-Based Reinforcement Learning
Nan Rosemary Ke · Amanpreet Singh · Ahmed Touati · Anirudh Goyal · Yoshua Bengio · Devi Parikh · Dhruv Batra
Poster
Wed 9:00 Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control
Kendall Lowrey · Aravind Rajeswaran · Sham M Kakade · Emanuel Todorov · Igor Mordatch
Poster
Tue 9:00 Value Propagation Networks
Nantas Nardelli · Gabriel Synnaeve · Zeming Lin · Pushmeet Kohli · Philip Torr · Nicolas Usunier
Poster
Tue 9:00 Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic
Mikael Henaff · Alfredo Canziani · Yann LeCun
Poster
Wed 9:00 Probabilistic Planning with Sequential Monte Carlo methods
Alexandre Piche · Valentin Thomas · Cyril Ibrahim · Yoshua Bengio · Christopher Pal
Poster
Sat 23:45 Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Victor Weixin Liang · Lili Yu · Liang Luo · Srini Iyer · Ning Dong · Chunting Zhou · Gargi Ghosh · Mike Lewis · Luke Zettlemoyer · Victoria Lin
Poster
Tue 14:30 Deep reinforcement learning with relational inductive biases
Vinicius Zambaldi · David Raposo · Adam Santoro · Victor Bapst · Yujia Li · Igor Babuschkin · Karl Tuyls · David P Reichert · Timothy Lillicrap · Edward Lockhart · Murray Shanahan · Victoria Langston · Razvan Pascanu · Matthew Botvinick · Oriol Vinyals · Peter Battaglia
Poster
Thu 9:00 FlowQA: Grasping Flow in History for Conversational Machine Comprehension
Hsin-Yuan Huang · Eunsol Choi · Wen-tau Yih