Visual-to-Symbolic AI for Analytical Solution Inference
Discover ViSA-R2, an AI model that infers symbolic analytical solutions from field visualizations with high accuracy and scientific reasoning.
Using Environmental Artifacts to Enhance Agent Memory
Explore how environmental artifacts reduce memory needs in reinforcement learning, enabling smarter AI through external memory resources.
Enhancing Planning Domain Generation with Model Space Search
Discover how heuristic search and symbolic feedback improve planning domain generation from natural language using advanced AI models.
Parameterized Complexity of MSO Formula Model Representations
Explore parameterized complexity in representing MSO formula models with decision diagrams, extending Courcelle's theorem and its applications.
RAMP: Hybrid DRL for Online Numeric Action Model Learning
Discover RAMP, a hybrid deep reinforcement learning method for online learning of numeric action models, enhancing automated planning efficiency and adapta...