On The Expressivity of Objective-Specification Formalisms in Reinforcement Learning

Rohan Subramani, Marcus Williams, Max Heitmann +3

Most algorithms in reinforcement learning (RL) require that the objective is formalised with a Markovian reward function. However, it is well-known that certain tasks cannot be exp…