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Poster
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Wed 7:30
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Forward Super-Resolution: How Can GANs Learn Hierarchical Generative Models for Real-World Distributions
Zeyuan Allen-Zhu · Yuanzhi Li
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Workshop
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Thu 6:30
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Invited Talk by Sergey Levine: Leveraging Offline Datasets / Foundation Models for Real-World RL
Sergey Levine
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Poster
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Wed 2:30
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Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning
Deyao Zhu · Li Li · Mohamed Elhoseiny
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Poster
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The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation
Huancheng Chen · Chaining Wang · Haris Vikalo
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Oral
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Tue 6:00
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Transformers are Sample-Efficient World Models
Vincent Micheli · Eloi Alonso · François Fleuret
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Poster
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Tue 7:30
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Transformers are Sample-Efficient World Models
Vincent Micheli · Eloi Alonso · François Fleuret
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Workshop
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Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models
Xingyuan Zhang · Philip Becker-Ehmck · Patrick van der Smagt · Maximilian Karl
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Poster
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Wed 2:30
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Latent State Marginalization as a Low-cost Approach for Improving Exploration
Dinghuai Zhang · Aaron Courville · Yoshua Bengio · Qinqing Zheng · Amy Zhang · Ricky T. Q. Chen
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Workshop
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Thu 1:10
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Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling
Kolby Nottingham · Prithviraj Ammanabrolu · Alane Suhr · Yejin Choi · Hannaneh Hajishirzi · Sameer Singh · Roy Fox
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Workshop
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Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling
Kolby Nottingham · Prithviraj Ammanabrolu · Alane Suhr · Yejin Choi · Hannaneh Hajishirzi · Sameer Singh · Roy Fox
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Poster
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Tue 7:30
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Choreographer: Learning and Adapting Skills in Imagination
Pietro Mazzaglia · Tim Verbelen · Bart Dhoedt · Alexandre Lacoste · Sai Rajeswar
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Poster
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Tue 2:30
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Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task
Kenneth Li · Aspen Hopkins · David Bau · Fernanda Viégas · Hanspeter Pfister · Martin Wattenberg
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