IEEE

Robust Adversarial Weighted Meta Reinforcement Learning for Generalizable Traffic Signal Control

Abstract: Deep reinforcement learning (DRL)-based traffic signal control (TSC) algorithms often suffer from overfitting to static training environments and perform poorly in unseen traffic scenarios.
IEEE

Agents4PLC: Automating Closed-Loop PLC Code Generation and Verification in Industrial Control Systems Using LLM-Based Agents

Abstract: In industrial control systems, the generation and verification of Programmable Logic Controller (PLC) code are crucial for ensuring operational efficiency and safety. While Large Language ...
Wired

Signal Alums Reveal ‘Encrypted Spaces,’ a System for Making Private Collaboration Apps

The new open-source project could serve as the basis for a future of apps with features as complex as Slack, Discord, or Google Docs—but with added protection against surveillance. So one group of ...