Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization

Pierre-Alexandre Kamienny, Matteo Pirotta, Alessandro Lazaric +3

We study the problem of learning exploration-exploitation strategies that effectively adapt to dynamic environments, where the task may change over time. While RNN-based policies c…