59 citations · 98 across the 16 of their papers we have counts for
22 papers
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…
A Survey on Varieties Generated by Small Semigroups and a Companion Website
João Araújo, João Pedro Araújo, Peter J. Cameron +2
The aim of this paper is to provide an atlas of identity bases for varieties generated by small semigroups and groups. To help the working mathematician easily find information, we…
A Transversal Property for Permutation Groups Motivated by Partial Transformations
João Araújo, João Pedro Araújo, Wolfram Bentz +2
In this paper we introduce the definition of -universal transversal property, which is a refinement of the definition of -universal transversal property, which in turn is…
Primitive Permutation Groups and Strongly Factorizable Transformation Semigroups
João Araújo, Wolfram Bentz, Peter J. Cameron
Let be a finite set and be the full transformation monoid on . The rank of a transformation is the natural number . Given , denote…