ResearchBenchmarksInteractive Dialogue Management on Clinical Agent Interaction Environment (test)Interactive Dialogue Management on Clinical Agent Interaction Environment (test)Follow64.9Reward (Last)CEM63.96464.20764.4564.693Nov 28, 2025Evaluation resultsMethodMethodLinksReward (Last)Reward Change (Δ)Coverage (Last)Coverage Change (Δ)Rapport (Last)Rapport Change (Δ)Balance (Last)Balance Change (Δ)Pace (Last)Pace Change (Δ)CEMPolicy=CEMPolicy=CEM2025.1164.90.002990.00171.10.00857.7-0.00473.80.021TD3Policy=TD3Policy=TD32025.1164.30.02499.30.08563.50.11456-0.01377.90.051PPOPolicy=PPOPolicy=PPO2025.11640.01798.10.06765.20.1156.70.0572.6-0.07