Approximate information state based convergence analysis of recurrent Q-learning

Erfan Seyedsalehi, Nima Akbarzadeh, Amit Sinha +1

In spite of the large literature on reinforcement learning (RL) algorithms for partially observable Markov decision processes (POMDPs), a complete theoretical understanding is stil…