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35 Results
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Poster
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Mon 18:30 |
Neural Contextual Bandits with Deep Representation and Shallow Exploration Pan Xu · Zheng Wen · Handong Zhao · Quanquan Gu |
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Poster
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Wed 18:30 |
On the Convergence of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning Che Wang · Shuhan Yuan · Kai Shao · Keith Ross |
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Poster
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Wed 2:30 |
When should agents explore? Miruna Pîslar · David Szepesvari · Georg Ostrovski · Diana Borsa · Tom Schaul |
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Poster
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Thu 10:30 |
Learning more skills through optimistic exploration DJ Strouse · Kate Baumli · David Warde-Farley · Volodymyr Mnih · Steven Hansen |
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Poster
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Tue 18:30 |
Knowledge Removal in Sampling-based Bayesian Inference Shaopeng Fu · Fengxiang He · Dacheng Tao |
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Spotlight
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Wed 10:30 |
Generative Planning for Temporally Coordinated Exploration in Reinforcement Learning Haichao Zhang · Wei Xu · Haonan Yu |
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Poster
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Thu 2:30 |
Active Hierarchical Exploration with Stable Subgoal Representation Learning Siyuan Li · Jin Zhang · Jianhao Wang · Yang Yu · Chongjie Zhang |
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Spotlight
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Thu 10:30 |
Multi-Stage Episodic Control for Strategic Exploration in Text Games Jens Tuyls · Shunyu Yao · Sham M Kakade · Karthik Narasimhan |
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Poster
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Thu 2:30 |
Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver Xiaoyu Chen · Jiachen Hu · Lin Yang · Liwei Wang |
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Spotlight
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Thu 10:30 |
Learning more skills through optimistic exploration DJ Strouse · Kate Baumli · David Warde-Farley · Volodymyr Mnih · Steven Hansen |
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Spotlight
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Wed 2:30 |
When should agents explore? Miruna Pîslar · David Szepesvari · Georg Ostrovski · Diana Borsa · Tom Schaul |
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Poster
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Tue 10:30 |
Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps Nico Courts · Henry Kvinge |