Target Network and Truncation Overcome The Deadly Triad in $Q$-Learning

Zaiwei Chen, John Paul Clarke, Siva Theja Maguluri

$Q$-learning with function approximation is one of the most empirically successful while theoretically mysterious reinforcement learning (RL) algorithms, and was identified in Sutt…