Learning Time-Invariant Reward Functions through Model-Based Inverse Reinforcement Learning

Todor Davchev, Sarah Bechtle, Subramanian Ramamoorthy +1

Inverse reinforcement learning is a paradigm motivated by the goal of learning general reward functions from demonstrated behaviours. Yet the notion of generality for learnt costs…