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Poster
Wed 17:00 Control-Aware Representations for Model-based Reinforcement Learning
Brandon Cui · Yinlam Chow · Mohammad Ghavamzadeh
Workshop
Fri 11:54 Poster Spotlight "Simulation-based Scoring for Model-based Asynchronous Hyperparameter and Neural Architecture Search"
Matthias Seeger
Poster
Thu 9:00 Model-Based Offline Planning
Arthur Argenson · Gabriel Dulac-Arnold
Poster
Mon 9:00 Extracting Strong Policies for Robotics Tasks from Zero-Order Trajectory Optimizers
Cristina Pinneri · Shambhuraj Sawant · Sebastian Blaes · Georg Martius
Poster
Mon 17:00 Latent Skill Planning for Exploration and Transfer
Kevin Xie · Homanga Bharadhwaj · Danijar Hafner · Animesh Garg · Florian Shkurti
Poster
Tue 1:00 A Distributional Approach to Controlled Text Generation
Muhammad Khalifa · Hady Elsahar · Marc Dymetman
Oral
Mon 4:15 A Distributional Approach to Controlled Text Generation
Muhammad Khalifa · Hady Elsahar · Marc Dymetman
Poster
Thu 9:00 Blending MPC & Value Function Approximation for Efficient Reinforcement Learning
Mohak Bhardwaj · Sanjiban Choudhury · Byron Boots
Poster
Wed 9:00 My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control
Vitaly Kurin · Maximilian Igl · Tim Rocktaeschel · Wendelin Boehmer · Shimon Whiteson
Poster
Wed 1:00 CoCon: A Self-Supervised Approach for Controlled Text Generation
Alvin Chan · Yew-Soon Ong · Bill Pung · Aston Zhang · Jie Fu
Workshop
COMBO: Conservative Offline Model-Based Policy Optimization
Tianhe Yu · Aviral Kumar · Aravind Rajeswaran · Rafael Rafailov · Sergey Levine · Chelsea Finn
Workshop
Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method
Zuxin Liu