Reinforcement Learning

Reinforcement Learning for Energy Optimization in Smart Home Automation

Developed an AI system that dynamically adapts to user behavior using IoT sensors and reinforcement learning, achieving a 5% reduction in energy consumption.

Reinforcement Learning Self-Balancing Robot

Developed a self-balancing robot using Arduino and MPU6050 sensor, leveraging reinforcement learning to maintain balance.