Minghua Liu

Multi-task Batch Reinforcement Learning with Metric Learning

2019 · arXiv (Cornell University)

We tackle the Multi-task Batch Reinforcement Learning problem. Given multiple datasets collected from different tasks, we train a multi-task policy to perform well in unseen tasks sampled from the same distribution. The task identities of …