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Renzhe Zhou

2 accepted papers

2024

Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations

AAAI 2024technical

Generalization and sample efficiency have been long-standing issues concerning reinforcement learning, and thus the field of Offline Meta-Reinforcement Learning (OMRL) has gained increasing attention due to its potential of solving a wide range of problems with static and limited offline data. Exist…