About
Research & Development
Computational Intelligence Shapes Future Urban Land Use
TLDR: This research introduces novel computational intelligence algorithms, CR+DES and MSBX+MO, for optimizing land-use allocation in mixed-use urban areas. Applied to Dhaka, CR+DES improved...
Research & Development
Advancing Real-World Travel Planning with AI: A New Dataset and Multi-Agent Framework
TLDR: This research introduces RETAIL, a new dataset for real-world travel planning that addresses implicit queries, environmental factors, and detailed plan generation. It also...
Research & Development
How DiagECG Teaches AI to Understand Heart Signals Like Text
TLDR: DiagECG is a novel AI framework that enables large language models (LLMs) to interpret 12-lead ECG signals for clinical tasks such as question...
Research & Development
Minimizing Initial State Alterations in Automated Planning
TLDR: This research paper introduces 'plan disruption' as a new objective in automated planning, focusing on finding plans that minimally alter the initial state...
Research & Development
Unlocking Cooperation: How Competition and Repeated Interactions Shape AI Agent Behavior
TLDR: A new study by Filippo Tonini and Lukas Galke explores 'super-additive cooperation' in language model agents. By simulating a Prisoner's Dilemma tournament with...
Research & Development
Unveiling RL Policy Behavior with Dynamical Systems Theory
TLDR: This paper introduces a novel framework for verifying the safety and robustness of reinforcement learning (RL) policies. By treating the RL agent and...