Logic-based Task Representation and Reward Shaping in Multiagent Reinforcement Learning

Nishant Doshi

This paper presents an approach for accelerated learning of optimal plans for a given task represented using Linear Temporal Logic (LTL) in multi-agent systems. Given a set of opti…