59 citations · 98 across the 16 of their papers we have counts for
3 papers · 1 filter
Control with adaptive Q-learning
João Pedro Araújo, Mário A. T. Figueiredo, Miguel Ayala Botto
This paper evaluates adaptive Q-learning (AQL) and single-partition adaptive Q-learning (SPAQL), two algorithms for efficient model-free episodic reinforcement learning (RL), in tw…
Integrals of groups II
João Araújo, Peter J. Cameron, Carlo Casolo +2
An of a group is a group whose commutator subgroup is isomorphic to . This paper continues the investigation on integrals of groups started in the work arXiv:…
Single-partition adaptive Q-learning
João Pedro Araújo, Mário Figueiredo, Miguel Ayala Botto
This paper introduces single-partition adaptive Q-learning (SPAQL), an algorithm for model-free episodic reinforcement learning (RL), which adaptively partitions the state-action s…