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Spotlight
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Wed 7:25
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Continuous-time Model-based Reinforcement Learning
Cagatay Yildiz · Markus Heinonen · Harri Lähdesmäki
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Poster
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Wed 9:00
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Continuous-time Model-based Reinforcement Learning
Cagatay Yildiz · Markus Heinonen · Harri Lähdesmäki
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Workshop
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Continual Meta Policy Search for Sequential Multi-Task Learning
Glen Berseth · Zhiwei Zhang
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Tutorial
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Mon 8:00
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Continual Learning with Deep Architectures
Vincenzo Lomonaco · Irina Rish
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Workshop
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Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity
Dhruv Malik · Aldo Pacchiano · Vishwak Srinivasan · Yuanzhi Li
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Workshop
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Excess Risk Analysis of Learning Problems via Entropy Continuity
Aolin Xu
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Poster
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Wed 9:00
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Model-based Reinforcement Learning for Continuous Control with Posterior Sampling
Ying Fan · Yifei Ming
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Oral
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Wed 6:00
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Model-based Reinforcement Learning for Continuous Control with Posterior Sampling
Ying Fan · Yifei Ming
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Workshop
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Fri 10:20
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Spotlight 11: Task-agnostic Continual Learning with Hybrid Probabilistic Models
Invertible Workshop INNF
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Workshop
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Continuous Doubly Constrained Batch Reinforcement Learning
Rasool Fakoor · Jonas Mueller · Kavosh Asadi · Pratik Chaudhari · Alex Smola
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Workshop
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Fri 8:30
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Invited Talk 5: Applications of normalizing flows: semi-supervised learning, anomaly detection, and continual learning
Polina Kirichenko
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Poster
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Tue 9:00
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Continual Learning in the Teacher-Student Setup: Impact of Task Similarity
Sebastian Lee · Sebastian Goldt · Andrew Saxe
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