Anna Saranti
Papers
2
Total Citations
300
H-Index
2
About
Dr. Anna Saranti is a leading researcher at the intersection of artificial intelligence and human-centered computing, with a primary focus on making AI systems transparent, interactive, and trustworthy. Her work is particularly influential in the domains of smart agriculture and reinforcement learning, where she champions the integration of human expertise into machine learning pipelines. In her highly cited 2022 paper (169 citations), Saranti critically examines the digital transformation of smart farm and forest operations, arguing that successful AI deployment in these critical sectors requires a human-centered approach rather than purely automated systems. She further advances this paradigm in her 2024 survey on Human-in-the-Loop Reinforcement Learning (131 citations), where she positions RL as fundamentally a collaborative paradigm between humans and agents, outlining key requirements and challenges for future development. Through these contributions, Saranti has established herself as a key voice advocating for AI systems that augment rather than replace human decision-making, making her work essential reading for researchers developing responsible AI applications in real-world, high-stakes environments.
Research Focus
Key Achievements
Top Papers
- 1
- 2