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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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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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Competition
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Tue 13:35
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Modeling sensorimotor circuits with task-driven and reinforcement learning
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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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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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Gray-Box Gaussian Processes for Automated Reinforcement Learning
Gresa Shala · André Biedenkapp · Frank Hutter · Josif Grabocka
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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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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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CLaP: Conditional Latent Planners for Offline Reinforcement Learning
Harry Shin · Rose Wang
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Poster
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Tue 14:00
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When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning
Annie Xie · Fahim Tajwar · Archit Sharma · Chelsea Finn
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