Multi-Horizon Future Discovery for Physics-Informed Exploration

Shuwei Wang, Qiang Guan, Brian Qiu +5

Exploration in physical control environments requires agents to identify actions whose consequences reveal previously unexplored aspects of the underlying dynamics. However, many i…