Title: Reinforcement Signal Propagation Algorithm for Logic Circuit | Keywords: topology, self-organization, neural network, reinforcement learning, ...
Apr 1, 2020 · Bibliographic details on Reinforcement Signal Propagation Algorithm for Logic Circuit.
Feb 1, 2019 · In this paper, we present Q-ALS, a novel approach for ALS which is based on Reinforcement Learning (RL) algorithms.
This work revisits two previously published logic simplification approaches. Moreover, it proposes two new methods to optimize circuits representing trained ...
Missing: Reinforcement | Show results with:Reinforcement
Reinforcement learning is a special case of the supervised learning instead of using teacher to give target outputs reinforcement learning algorithm employs a ...
We propose a Markov decision process (MDP) formulation of the logic synthesis problem and a reinforcement learning (RL) algorithm incorporating with graph ...
Missing: Signal | Show results with:Signal
[PDF] Back-propagation through Signal Temporal Logic Specifications
robotics.cs.rutgers.edu › 2020/05
This paper presents a technique, named stlcg, to compute the quantitative semantics of Signal Temporal Logic (STL) formulas us- ing computation graphs. This ...
Feb 5, 2024 · We propose a universal framework that utilizes a photonic integrated circuit (PIC) to simulate the interactions in RL for improving the algorithm efficiency.
Oct 22, 2024 · This paper presents a hierarchical reinforcement learning algorithm constrained by differentiable signal temporal logic. Previous work on ...
Modern chips are designed using sophisticated electronic design automation (EDA) algorithms that automatically convert logic functions expressed in a hardware ...