2022
Modular Lifelong Reinforcement Learning via Neural Composition
ICLR 2022poster
Humans commonly solve complex problems by decomposing them into easier subproblems and then combining the subproblem solutions. This type of compositional reasoning permits reuse of the subproblem solutions when tackling future tasks that share part of the underlying compositional structure. In a co…