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Poster
Tue 9:00 Giving Feedback on Interactive Student Programs with Meta-Exploration
Evan Liu · Moritz Stephan · Allen Nie · Chris Piech · Emma Brunskill · Chelsea Finn
Poster
Thu 14:00 On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning
Mandi Zhao · Pieter Abbeel · Stephen James
Poster
Tue 14:00 Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments
Desik Rengarajan · Sapana Chaudhary · Jaewon Kim · Dileep Kalathil · Srinivas Shakkottai
Poster
Thu 14:00 Meta-Reinforcement Learning with Self-Modifying Networks
Mathieu Chalvidal · Thomas Serre · Rufin VanRullen
Workshop
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
Leo Feng · Padideh Nouri · Aneri Muni · Yoshua Bengio · Pierre-Luc Bacon
Poster
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
Poster
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
Workshop
Meta-learning of Black-box Solvers Using Deep Reinforcement Learning
Cedric Malherbe · Aladin Virmaux · Ludovic Dos Santos · Sofian Chaybouti
Workshop
Meta-Learning General-Purpose Learning Algorithms with Transformers
Louis Kirsch · Luke Metz · James Harrison · Jascha Sohl-Dickstein
Poster
Tue 14:00 Set-based Meta-Interpolation for Few-Task Meta-Learning
Seanie Lee · Bruno Andreis · Kenji Kawaguchi · Juho Lee · Sung Ju Hwang
Poster
Wed 14:00 Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks
Daiki Chijiwa · Shin'ya Yamaguchi · Atsutoshi Kumagai · Yasutoshi Ida
Poster
Thu 14:00 A contrastive rule for meta-learning
Nicolas Zucchet · Simon Schug · Johannes von Oswald · Dominic Zhao · João Sacramento