Macheng Shen

Active Perception in Adversarial Scenarios using Maximum Entropy Deep Reinforcement Learning

2019 · arXiv (Cornell University)

We pose an active perception problem where an autonomous agent actively interacts with a second agent with potentially adversarial behaviors. Given the uncertainty in the intent of the other agent, the objective is to collect …