Under the new system, Class 12 answer sheets will first be scanned after the examination. Examiners will then assess the digitised copies on a computer screen instead of marking physical ...

In a significant shift in evaluation methodology, the Central Board of Secondary Education (CBSE) has decided to reintroduce On-Screen Marking (OSM) for Class 12 Board examinations beginning 2026, ...

CBSE said the system is expected to bring multiple advantages, including "elimination of totalling errors," "automated coordination reducing manual intervention," and "faster evaluation with wider ...

New Delhi [India], February 12 (ANI): In a significant shift in evaluation methodology, the Central Board of Secondary Education (CBSE) has decided to reintroduce On-Screen Marking (OSM) for Class 12 ...

CBSE Class 12 Exam 2026: The Central Board of Secondary Education has announced a change in the CBSE Class 12 marking scheme. According to the notification issued, the board has now introduced new ...

Pipeline: OSM → SUMO → TraCI → RL Agent → Traffic Light Control → KPIs → FastAPI → Leaflet + Charts 📖 Detailed guide: docs/PROJECT_GUIDE.md — algorithms, DQN training, visual workflows, analogies, ...

Parents and students have been anxious after the Central Board of Secondary Education (CBSE) announced the introduction of On-Screen Marking (OSM) from 2026. Rumours circulating on social media ...

An AI-powered traffic signal control system built with SUMO simulation and PPO Reinforcement Learning that reduces vehicle waiting time by up to 92.2% compared to fixed-timer signals.