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Workshop
Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization
Stone Tao · Xiaochen Li · Tongzhou Mu · Zhiao Huang · Yuzhe Qin · Hao Su
Workshop
Learning to Reason With Relational Abstractions
Andrew Nam · James McClelland · Mengye Ren · Chelsea Finn
Workshop
Fri 13:40 Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement
Michael Chang · Alyssa L Dayan · Franziska Meier · Tom Griffiths · Sergey Levine · Amy Zhang
Workshop
Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines
Andrew Li · Zizhao Chen · Pashootan Vaezipoor · Toryn Klassen · Rodrigo Toro Icarte · Sheila McIlraith
Workshop
Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes
Min Zhang · Hongyao Tang · Jianye Hao · YAN ZHENG
Workshop
Fri 8:15 The Emergence of Abstract and Episodic Neurons in Episodic Meta-RL
Badr AlKhamissi · Muhammad ElNokrashy · Michael Spranger
Workshop
Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement
Michael Chang · Alyssa L Dayan · Franziska Meier · Tom Griffiths · Sergey Levine · Amy Zhang
Workshop
Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement
Michael Chang · Alyssa L Dayan · Franziska Meier · Tom Griffiths · Sergey Levine · Amy Zhang
Workshop
Guided Skill Learning and Abstraction for Long-Horizon Manipulation
Shuo Cheng · Danfei Xu
Workshop
The Paradox of Choice: On the Role of Attention in Hierarchical Reinforcement Learning
Andrei Nica · Khimya Khetarpal · Doina Precup
Workshop
Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction
Brahma Pavse · Josiah Hanna
Workshop
Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement
Michael Chang · Alyssa L Dayan · Franziska Meier · Tom Griffiths · Sergey Levine · Amy Zhang