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Poster
Wed 14:00 Dual Policy Iteration
Wen Sun · Geoffrey Gordon · Byron Boots · J. Bagnell
Poster
Wed 7:45 End-to-End Differentiable Physics for Learning and Control
Filipe de Avila Belbute Peres · Kevin Smith · Kelsey Allen · Josh Tenenbaum · J. Zico Kolter
Workshop
Sat 5:40 Humans and models as embodied dialogue agents in text-based games
Jason Weston
Poster
Wed 14:00 Teaching Inverse Reinforcement Learners via Features and Demonstrations
Luis Haug · Sebastian Tschiatschek · Adish Singla
Poster
Thu 14:00 Differentiable MPC for End-to-end Planning and Control
Brandon Amos · Ivan Jimenez · Jacob I Sacks · Byron Boots · J. Zico Kolter
Poster
Wed 14:00 Learning Plannable Representations with Causal InfoGAN
Thanard Kurutach · Aviv Tamar · Ge Yang · Stuart Russell · Pieter Abbeel
Poster
Tue 14:00 A probabilistic population code based on neural samples
Sabyasachi Shivkumar · Richard Lange · Ankani Chattoraj · Ralf Haefner
Poster
Wed 14:00 Multi-Agent Generative Adversarial Imitation Learning
Jiaming Song · Hongyu Ren · Dorsa Sadigh · Stefano Ermon
Poster
Wed 14:00 Learning to Play With Intrinsically-Motivated, Self-Aware Agents
Nick Haber · Damian Mrowca · Stephanie Wang · Li Fei-Fei · Daniel Yamins
Poster
Wed 14:00 Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models
Alexander Neitz · Giambattista Parascandolo · Stefan Bauer · Bernhard Schölkopf
Poster
Wed 14:00 Learning Others' Intentional Models in Multi-Agent Settings Using Interactive POMDPs
Yanlin Han · Piotr Gmytrasiewicz
Poster
Wed 7:45 A Theory-Based Evaluation of Nearest Neighbor Models Put Into Practice
Hendrik Fichtenberger · Dennis Rohde