🧠 AI Ed Wiki

🏷️ dialogue-tutoring

2 pages tagged with dialogue-tutoring(2 articles, 0 concepts)

📄 ResidencyRL: Reinforcement Learning in Simulated Clinical Environments
> **Synthesis:** Liévin et al. (2026) present **ResidencyRL**, a reinforcement learning method for training clinical AI agents through simulated multi-turn clinical encounters (up to 60 dialogue turns…
2026-08-13 · reinforcement-learning, simulation, health-education, llm, professional-training
📄 Can LLMs Effectively Simulate Human Learners? Teachers' Insights from Tutoring LLM Students
> **Synthesis:** Semi-structured interviews with 12 teachers who tutored LLM-simulated students (MathDial dataset) reveal key authenticity gaps: overly complex language, lack of emotions, unnatural at…
2026-08-06 · llm, student-simulation, teacher-training, k-12, authenticity

Related Tags

llm (2)reinforcement-learning (1)simulation (1)health-education (1)professional-training (1)trust-calibration (1)student-simulation (1)teacher-training (1)k-12 (1)authenticity (1)llm-evaluation (1)community-of-inquiry (1)scaffolding (1)knowledge-tracing (1)