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Workshop
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Improving Assistive Robotics with Deep Reinforcement Learning
Yash Jakhotiya · Iman Haque
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Poster
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Thu 9:00
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Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis
Anton Plaksin · Stepan Martyanov
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Poster
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Tue 14:00
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Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models
Rui Miao · Zhengling Qi · Xiaoke Zhang
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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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Inducing Functions through Reinforcement Learning without Task Specification
Junmo Cho · Donghwan Lee · Young-Gyu Yoon
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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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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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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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Fri 6:25
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Reinforcement learning in large-scale heterogeneous dynamic systems
Ivana Dusparic
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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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(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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