Wireless sensor networks (WSNs) have major importance in distributed sensing
applications. The important concern in the intend of wireless sensor networks is battery …

This paper considers the problem of how to establish calculi of approximation spaces.
Approximation spaces considered in the context of rough sets were introduced by Zdzisław …

This paper introduces a rough set approach to reinforcement learning by swarms of
cooperating agents. The problem considered in this paper is how to guide reinforcement …

This paper introduces an approach to behavioral pattern identification as a part of a study of
temporal patterns in complex dynamical systems. Rough set theory introduced by Zdzisław …

We discuss the role of interactions in the modeling of perception processes. Interactive
information systems, introduced in this paper, play the important role in this modeling …

We present a general scheme of interaction and we discuss the role of interactions in
modeling of perception processes. We also discuss the role of information systems in …

This paper introduces an approach to off-policy Monte Carlo (MC) learning guided by
behaviour patterns gleaned from approximation spaces and rough set theory introduced by …

This paper introduces an approach to Reinforcement Learning Algorithm by comparing their
immediate rewards using a variation of Q-Learning algorithm. Unlike the conventional Q …

The problem considered in this paper is how to mimic the adaptive learning control strategy
called run-and-twiddle (RT) that can be observed in the behaviour of certain biological …

This paper introduces an approach to reinforcement learning by cooperating agents using a
variation of the actor critic method. This is made possible by considering behavior patterns of …