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Workshop
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Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization Leo Feng · Padideh Nouri · Aneri Muni · Yoshua Bengio · Pierre-Luc Bacon |
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Poster
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Tue 14:00 |
Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments Desik Rengarajan · Sapana Chaudhary · Jaewon Kim · Dileep Kalathil · Srinivas Shakkottai |
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Poster
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Thu 14:00 |
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning Mandi Zhao · Pieter Abbeel · Stephen James |
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Poster
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Tue 9:00 |
A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning Bo Liu · Xidong Feng · Jie Ren · Luo Mai · Rui Zhu · Haifeng Zhang · Jun Wang · Yaodong Yang |
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Workshop
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MetaXCR: Reinforcement-Based Meta-Transfer Learning for Cross-Lingual Commonsense Reasoning Jie He · Yu Fu |
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Affinity Workshop
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Modelling non-reinforced preferences using selective attention Noor Sajid · Panagiotis Tigas · Zafeirios Fountas · Qinghai Guo · Alexey Zakharov · Lancelot Da Costa |
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Poster
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Tue 9:00 |
Giving Feedback on Interactive Student Programs with Meta-Exploration Evan Liu · Moritz Stephan · Allen Nie · Chris Piech · Emma Brunskill · Chelsea Finn |
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Poster
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Wed 14:00 |
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning Yao Mu · Yuzheng Zhuang · Fei Ni · Bin Wang · Jianyu Chen · Jianye Hao · Ping Luo |
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Poster
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Thu 14:00 |
Meta-Reinforcement Learning with Self-Modifying Networks Mathieu Chalvidal · Thomas Serre · Rufin VanRullen |
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Poster
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Wed 14:00 |
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control Xuehai Pan · Mickel Liu · Fangwei Zhong · Yaodong Yang · Song-Chun Zhu · Yizhou Wang |
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Poster
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Thu 14:00 |
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning Hua Wei · Jingxiao Chen · Xiyang Ji · Hongyang Qin · Minwen Deng · Siqin Li · Liang Wang · Weinan Zhang · Yong Yu · Liu Linc · Lanxiao Huang · Deheng Ye · Qiang Fu · Wei Yang |
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Poster
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Wed 9:00 |
Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds Joshua Albrecht · Abraham Fetterman · Bryden Fogelman · Ellie Kitanidis · Bartosz Wróblewski · Nicole Seo · Michael Rosenthal · Maksis Knutins · Zack Polizzi · James Simon · Kanjun Qiu |