Flexible control of Discrete Event Systems using environment simulation and Reinforcement Learning

A semantics and a logic for Fuzzy Arden Syntax

(2021) Leandro Gomes et al.   Soft Computing

Divergent stutter bisimulation abstraction for controller synthesis with linear temporal logic specifications

(2021) Sahar Mohajerani et al.   AUTOMATICA

Optimal Modular Control of Discrete Event Systems with Distinguishers and Approximations

(2021) Robi Malik et al.   DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS

On the computation of counterexamples in compositional nonblocking verification

(2020) Robi Malik et al.   DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS

Model-Free Control of Finger Dynamics in Prosthetic Hand Myoelectric-based Control Systems

(2020) Radu-Emil PRECUP et al.   Studies in Informatics and Control

Reinforcement learning for pricing strategy optimization in the insurance industry

(2019) Elena Krasheninnikova et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Transforming Opacity Verification to Nonblocking Verification in Modular Systems

(2019) Sahar Mohajerani et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Reinforcement learning for adaptive order dispatching in the semiconductor industry

(2018) Nicole Stricker et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Exploiting Distinguishers in Local Modular Control of Discrete-Event Systems

(2018) Marcelo Teixeira et al.   IEEE Transactions on Automation Science and Engineering

Modeling and control of flexible context-dependent manufacturing systems

(2017) André Lucas Silva et al.   INFORMATION SCIENCES

Engineering Methods and Tools for Cyber–Physical Automation Systems

(2016) Robert Harrison et al.   PROCEEDINGS OF THE IEEE

Supervisory control of discrete event systems with distinguishers

(2015) José E.R. Cury et al.   AUTOMATICA

Supervisory Control of DES With Extended Finite-State Machines and Variable Abstraction

(2015) Marcelo Teixeira et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE