Mahyar Alinejad

Hybrid Offline Passive Grammatical Inference and Online Planning for Non-Markovian Tasks

Planning in non-Markovian environments often requires inferring task structures, such as reward machines, through interactions with the environment. Traditional active grammatical inference methods, like Angluin’s L<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/19…