Case-Based Learning Boosts Autonomous Agent Expertise
Enhance autonomous agents with case-based learning to transfer real-world expertise and improve performance on complex tasks.
MISID Dataset: Multimodal Intent Recognition in Deception Games
Explore MISID, a multimodal multi-turn dataset for complex intent recognition in strategic deception games, enhancing AI understanding of human behavior.
Efficient Human-Robot Task Planning with Spatial-Aware RL
Optimize production with a hierarchical spatial-aware algorithm using efficient reinforcement learning for human-robot task planning and allocation.
Safe RL for Fatigue-Aware Human-Robot Task Planning
Optimize human-robot task planning with safe reinforcement learning and real-time fatigue prediction for safer, efficient production workflows.
Human-Centric Topic Modeling with Goal-Prompted Learning
Discover Human-Centric Topic Modeling using goal-prompted contrastive learning and optimal transport for more relevant and interpretable topics.