20/08/2026
๐๐ฟ๐ถ๐ฑ๐ด๐ถ๐ป๐ด ๐๐ ๐ฎ๐ป๐ฑ ๐๐๐๐๐ฎ๐ถ๐ป๐ฎ๐ฏ๐ถ๐น๐ถ๐๐ ๐๐ต๐ฟ๐ผ๐๐ด๐ต ๐๐บ๐ฎ๐ฟ๐ ๐ฑ๐ฒ๐ฐ๐ถ๐๐ถ๐ผ๐ป-๐บ๐ฎ๐ธ๐ถ๐ป๐ด ๐ฎ๐ด๐ฒ๐ป๐๐.
Join us for an immersive 5-Day Bootcamp on:
๐๐น๐ด๐ผ๐ฟ๐ถ๐๐ต๐บ๐ถ๐ฐ ๐๐ผ๐ผ๐น๐ถ๐ป๐ด: ๐จ๐๐ถ๐ป๐ด ๐ฅ๐ฒ๐ถ๐ป๐ณ๐ผ๐ฟ๐ฐ๐ฒ๐บ๐ฒ๐ป๐ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐๐ผ ๐ง๐ฎ๐ฐ๐ธ๐น๐ฒ ๐จ๐ฟ๐ฏ๐ฎ๐ป ๐๐ฒ๐ฎ๐ ๐ฎ๐ป๐ฑ ๐๐ฎ๐ฟ๐ฏ๐ผ๐ป ๐๐บ๐ถ๐๐๐ถ๐ผ๐ป๐
Are you ready to move beyond theoretical AI and tackle real-world climate challenges? This hands-on workshop dives deep into Reinforcement Learning (RL) applications for smart energy grids, decarbonization, and urban cooling using industry-standard tools.
๐ช๐ต๐ฎ๐ ๐ฌ๐ผ๐ ๐ช๐ถ๐น๐น ๐๐ฒ๐ฎ๐ฟ๐ป
1. Master RL foundations from Markov Decision Processes to advanced policy gradients (PPO, SAC, DDPG).
2. Build and train AI agents using PyTorch, Gymnasium, and Stable-Baselines3.
3. Design multi-agent systems with CityLearn to optimize HVAC and grid demand under real weather variability.
4. Analyze sustainability metrics like carbon reduction and thermal comfort rather than traditional game scores.
๐๐๐ฒ๐ป๐ ๐๐ฒ๐๐ฎ๐ถ๐น๐
๐๐ฎ๐๐ฒ: 31 August โ 04 September 2026
๐ง๐ถ๐บ๐ฒ: 10:00 am to 1:00 pm
๐ฉ๐ฒ๐ป๐๐ฒ: Smart Classroom, SEECS, NUST
๐๐ป๐๐๐ฟ๐๐ฐ๐๐ผ๐ฟ๐: Dr. Zuhair Zafar & Mr. Haider Masood
๐ข๐ฟ๐ด๐ฎ๐ป๐ถ๐๐ฒ๐ฟ๐: Dr. Muhammad Moazam Fraz & Dr. Zuhair Zafar & Dr. Muhammad Naseer Bajwa
๐ช๐ต๐ผ ๐ฆ๐ต๐ผ๐๐น๐ฑ ๐๐๐๐ฒ๐ป๐ฑ
Whether you are a student, researcher, industry engineer, or AI enthusiast, if you are passionate about leveraging Artificial Intelligence for social good, clean energy, and sustainable urban planning, this bootcamp is for you!
๐ฅ๐ฒ๐ด๐ถ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป ๐๐ป๐ณ๐ผ๐ฟ๐บ๐ฎ๐๐ถ๐ผ๐ป
๐๐ฒ๐ฒ: PKR 5,000 (10% discount for NUST students!)
๐๐ฒ๐ฎ๐ฑ๐น๐ถ๐ป๐ฒ: 27th August 2026
๐ฅ๐ฒ๐ด๐ถ๐๐๐ฒ๐ฟ ๐๐ฒ๐ฟ๐ฒ: https://forms.gle/DEQeQWYSfcYrnQRQA
In collaboration with NUST, MachVIS, UKRI, and Northumbria University.