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14 Results
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Workshop
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First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs Ben Norman · Jeff Clune |
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Workshop
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First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs Ben Norman · Jeff Clune |
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Poster
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Fri 16:30 |
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement Zhi Wang · Li Zhang · Wenhao Wu · Yuanheng Zhu · Dongbin Zhao · Chunlin Chen |
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Workshop
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Using adaptive intrinsic motivation in RL to model learning across development Kai Sandbrink · Brian Christian · Linas Nasvytis · Christian Schroeder de Witt · Patrick Butlin |
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Workshop
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Testing causal hypotheses through Hierarchical Reinforcement Learning Anthony GX-Chen · Dongyan Lin · Mandana Samiei |
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Poster
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Thu 16:30 |
First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs Ben Norman · Jeff Clune |
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Poster
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Thu 11:00 |
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning Anthony Liang · Guy Tennenholtz · Chih-wei Hsu · Yinlam Chow · Erdem Bıyık · Craig Boutilier |
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Poster
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Fri 11:00 |
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation Jeongyeol Kwon · Shie Mannor · Constantine Caramanis · Yonathan Efroni |
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Poster
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Fri 11:00 |
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers Jake Grigsby · Justin Sasek · Samyak Parajuli · Ikechukwu D. Adebi · Amy Zhang · Yuke Zhu |
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Poster
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Fri 11:00 |
Diffusion for World Modeling: Visual Details Matter in Atari Eloi Alonso · Adam Jelley · Vincent Micheli · Anssi Kanervisto · Amos Storkey · Tim Pearce · François Fleuret |
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Poster
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Fri 11:00 |
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX Alexander Nikulin · Vladislav Kurenkov · Ilya Zisman · Artem Agarkov · Viacheslav Sinii · Sergey Kolesnikov |
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Poster
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Thu 11:00 |
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps Benjamin Ellis · Matthew T Jackson · Andrei Lupu · Alexander D. Goldie · Mattie Fellows · Shimon Whiteson · Jakob Foerster |