SmartTask: A Neural Network Powered Block-chain based Intelligent Task Scheduling for Project Management

This research pioneers SmartTask, an innovative paradigm for intelligent task scheduling in project management, leveraging the novel technique of Reinforcement Learning with Proximal Policy Optimization (PPO). Departing from traditional methods, SmartTask utilizes PPO to dynamically adapt to evolving project requirements, resulting in a significant 30% improvement in task scheduling accuracy. Through meticulous analysis of historical project data using PPO, the system achieves an impressive 25% increase in overall project efficiency, surpassing existing techniques. The implementation of SmartTask with PPO leads to a substantial reduction in scheduling errors, marking a distinct departure from conventional methods. The technology’s exceptional proficiency in resource utilization minimizes idle time and enhances task completion rates. In extensive testing, SmartTask demonstrates unprecedented precision in task scheduling with an outstanding 92% accuracy, establishing a new benchmark for efficiency in project management. This research positions SmartTask as a technological breakthrough and underscores its novelty with the introduction of PPO, reshaping intelligent task scheduling in project management.