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Workshop
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Fri 6:25
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Reinforcement learning in large-scale heterogeneous dynamic systems
Ivana Dusparic
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Workshop
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Inducing Functions through Reinforcement Learning without Task Specification
Junmo Cho · Donghwan Lee · Young-Gyu Yoon
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Workshop
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Characterising the Robustness of Reinforcement Learning for Continuous Control using Disturbance Injection
Catherine Glossop · Jacopo Panerati · Amrit Krishnan · Zhaocong Yuan · Angela Schoellig
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Workshop
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Squeezing more value out of your historical data: data-augmented behavioural cloning as launchpad for reinforcement learning
Charles Hepburn · Giovanni Montana
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Workshop
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Fri 5:50
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Reinforcement learning in large-scale heterogeneous dynamic systems
Ivana Dusparic
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Workshop
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Deep Reinforcement Learning Policies in the Frequency Domain
Ezgi Korkmaz
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Workshop
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(When) Are Contrastive Explanations of Reinforcement Learning Helpful?
Sanjana Narayanan · Isaac Lage · Finale Doshi-Velez
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Workshop
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Characterising the Robustness of Reinforcement Learning for Continuous Control using Disturbance Injection
Catherine Glossop · Jacopo Panerati · Amrit Krishnan · Zhaocong Yuan · Angela Schoellig
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Workshop
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Sparse Q-Learning: Offline Reinforcement Learning with Implicit Value Regularization
Haoran Xu · Li Jiang · Li Jianxiong · Zhuoran Yang · Zhaoran Wang · Xianyuan Zhan
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Poster
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Thu 9:00
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Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning
HYUNWOOK KANG · Taehwan Kwon · Jinkyoo Park · James R. Morrison
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Workshop
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SustainGym: A Benchmark Suite of Reinforcement Learning for Sustainability Applications
Christopher Yeh · Victor Li · Rajeev Datta · Yisong Yue · Adam Wierman
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Workshop
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Visual Reinforcement Learning with Self-Supervised 3D Representations
Yanjie Ze · Nicklas Hansen · Yinbo Chen · Mohit Jain · Xiaolong Wang
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