TWCN Tech News

How to clear NVIDIA, AMD, or AutoCAD Graphics Cache in Windows systems

Caches, which improve CPU performance significantly, are introduced to GPUs to improve application or game performance even further. Although cache over time takes up a considerable amount of storage ...
GitHub

Zero encoding extreme performance binary serializer for C# and Unity.

Compared with System.Text.Json, protobuf-net, MessagePack for C#, Orleans.Serialization. Measured by .NET 7 / Ryzen 9 5950X machine. These serializers have IBufferWriter<byte> method, serialized using ...
IEEE

Temporal Difference-Aware Graph Convolutional Reinforcement Learning for Multi-Intersection Traffic Signal Control

Abstract: Traffic light control plays a crucial role in intelligent transportation systems. This paper introduces Temporal Difference-Aware Graph Convolutional Reinforcement Learning (TeDA-GCRL), a ...
IEEE

Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation

Abstract: Traffic congestion poses significant economic, environmental, and social challenges. High-resolution loop detector data and signal state records from Automated Traffic Signal Performance ...