29 citations · 45 across the 4 of their papers we have counts for
4 papers
Bounded Synthesis and Reinforcement Learning of Supervisors for Stochastic Discrete Event Systems with LTL Specifications
Ryohei Oura, Toshimitsu Ushio, Ami Sakakibara
In this paper, we consider supervisory control of stochastic discrete event systems (SDESs) under linear temporal logic specifications. Applying the bounded synthesis, we reduce th…
On-Line Synthesis of Permissive Supervisors for Partially Observed Discrete Event Systems under scLTL Constraints
Ami Sakakibara, Toshimitsu Ushio
We consider a supervisory control problem of a discrete event system (DES) under partial observation, where a control specification is given by a fragment of linear temporal logic.…
On-Line Permissive Supervisory Control of Discrete Event Systems for scLTL Specifications
Ami Sakakibara, Toshimitsu Ushio
We propose an on-line supervisory control scheme for discrete event systems (DESs), where a control specification is described by a fragment of linear temporal logic. On the produc…
Reinforcement Learning of Control Policy for Linear Temporal Logic Specifications Using Limit-Deterministic Generalized Büchi Automata
Ryohei Oura, Ami Sakakibara, Toshimitsu Ushio
This letter proposes a novel reinforcement learning method for the synthesis of a control policy satisfying a control specification described by a linear temporal logic formula. We…