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4 Results
Poster
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Thu 9:00 |
Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards Rati Devidze · Parameswaran Kamalaruban · Adish Singla |
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Poster
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Thu 14:00 |
EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL Thomas Carta · Pierre-Yves Oudeyer · Olivier Sigaud · Sylvain Lamprier |
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Poster
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Wed 9:00 |
Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity Abhishek Gupta · Aldo Pacchiano · Yuexiang Zhai · Sham Kakade · Sergey Levine |
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Poster
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Wed 14:00 |
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping Hao Sun · Lei Han · Rui Yang · Xiaoteng Ma · Jian Guo · Bolei Zhou |