Trivedi, Ashutosh

LTL-Based Non-Markovian Inverse Reinforcement Learning

2021 · arXiv (Cornell University)

The successes of reinforcement learning in recent years are underpinned by the characterization of suitable reward functions. However, in settings where such rewards are non-intuitive, difficult to define, or otherwise error-prone in their definition, it …