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64 Results
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Spotlight
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Wed 7:35 |
Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters Vladislav Kurenkov · Sergey Kolesnikov |
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Spotlight
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Thu 10:55 |
Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning Seyed Kamyar Seyed Ghasemipour · Satoshi Kataoka · Byron David · Daniel Freeman · Shixiang Gu · Igor Mordatch |
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Spotlight
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Thu 13:10 |
Off-Policy Evaluation for Large Action Spaces via Embeddings Yuta Saito · Thorsten Joachims |
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Spotlight
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Wed 11:20 |
Actor-Critic based Improper Reinforcement Learning Mohammadi Zaki · Avi Mohan · Aditya Gopalan · Shie Mannor |
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Spotlight
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Wed 11:25 |
On the Sample Complexity of Learning Infinite-horizon Discounted Linear Kernel MDPs Yuanzhou Chen · Jiafan He · Quanquan Gu |
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Spotlight
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Thu 11:05 |
Temporal Difference Learning for Model Predictive Control Nicklas Hansen · Hao Su · Xiaolong Wang |
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Poster
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Thu 15:00 |
Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning Seyed Kamyar Seyed Ghasemipour · Satoshi Kataoka · Byron David · Daniel Freeman · Shixiang Gu · Igor Mordatch |
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Poster
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Wed 15:30 |
Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters Vladislav Kurenkov · Sergey Kolesnikov |
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Spotlight
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Thu 13:45 |
Thresholded Lasso Bandit Kaito Ariu · Kenshi Abe · Alexandre Proutiere |
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Poster
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Thu 15:00 |
Off-Policy Evaluation for Large Action Spaces via Embeddings Yuta Saito · Thorsten Joachims |
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Poster
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Wed 15:30 |
Actor-Critic based Improper Reinforcement Learning Mohammadi Zaki · Avi Mohan · Aditya Gopalan · Shie Mannor |
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Spotlight
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Thu 8:45 |
Branching Reinforcement Learning Yihan Du · Wei Chen |