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Workshop
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Reinforcement-learning robotic sailboats: simulator and preliminary results
Eduardo Vasconcellos · Ronald M. Sampaio · ANDRE PAULO ARAUJO · Esteban CLUA · philippe preux · Luiz Marcos Garcia Goncalves · Luis Martí
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Workshop
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Fri 7:50
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#15: A reinforcement-learning meta-control architecture based on the dual-process theory of moral decision-making
Maximilian Maier · Vanessa Cheung · Falk Lieder
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Workshop
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Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning
David Yunis · Justin Jung · Falcon Dai · Matthew Walter
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Workshop
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Learning Generalizable Symbolic Options for Transfer in Reinforcement Learning
Rashmeet Kaur Nayyar · Shivanshu Verma · Siddharth Srivastava
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Workshop
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Hierarchical Empowerment: Toward Tractable Empowerment-Based Skill Learning
Andrew Levy · Sreehari Rammohan · Alessandro Allievi · Scott Niekum · George Konidaris
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Workshop
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Sat 14:10
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Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach
Xiaolin Sun · Zizhan Zheng
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Workshop
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Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach
Xiaolin Sun · Zizhan Zheng
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Workshop
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Procedural generation of meta-reinforcement learning tasks
Thomas Miconi
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Poster
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Wed 15:00
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Bayesian Risk-Averse Q-Learning with Streaming Observations
Yuhao Wang · Enlu Zhou
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Poster
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Wed 15:00
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Double Gumbel Q-Learning
David Yu-Tung Hui · Aaron Courville · Pierre-Luc Bacon
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Poster
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Tue 8:45
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Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation
GUOJUN XIONG · Jian Li
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Workshop
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Does Hierarchical Reinforcement Learning Outperform Standard Reinforcement Learning in Goal-Oriented Environments?
Ziyan Luo · Yijie Zhang · Zhaoyue(Rebecca) Wang
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