Synopsis of recent research by authors named "Xinhai Xu"
- Xinhai Xu's recent research primarily focuses on advancements in waste management and environmental engineering, as evidenced by studies examining the pyrolysis of hydrothermally treated sewage sludge and the enhancement of anaerobic processes for nutrient removal in wastewater treatment.
- In the realm of multi-agent systems, Xu's work introduces a novel Potential field Subgoal-based Multi-Agent reinforcement learning (PSMA) approach that aims to improve the efficiency of learning in sparse reward environments by aligning the learning objectives of subgoal generation and attainment.
- Additional research also explores therapeutic innovations in medicine, such as hapten-enhanced intratumoral chemoimmunotherapy aimed at improving treatment outcomes for advanced lung cancer, illustrating Xu's interdisciplinary applications across engineering and health sciences.
