Geometrically-Constrained Agent (GCA) resolves the semantic-to-geometric gap by decoupling the reasoning process into Task Formalization and Constrained Geometric Computation. We evaluate GCA on ...

You will be redirected to our submission process. Instruction is a central lever for promoting student learning in mathematics. Broadly construed, instruction encompasses teachers’ pedagogical moves ...

Ready to practise recognising numbers and counting? Here’s a great early years education game to play with children if they are in their first year of primary school or want to have a taste of what ...

Visual generation models have made remarkable progress but still struggle with complex prompts that specify multiple objects with precise spatial relationships and attributes. This limitation often ...

Playing with blocks may help preschoolers develop the kinds of skills that support later learning in science, technology, engineering, and math, according to a new study that examined over a hundred ...

Abstract: Solving a Rubik's Cube requires precise spatial reasoning, sequential planning, and adaptive decision-making. Traditional solvers depend on hand-crafted heuristics or symbolic planning, ...

Choose appropriate methods or models for a given problem, using information from observation or knowledge of the system being studied. Employ quantitative methods, mathematical models, statistics, and ...

Abstract: Multimodal language models (MLLMs) are increasingly being applied in real-world environments, necessitating their ability to interpret 3D spaces and comprehend temporal dynamics. Current ...

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Screens and social media get the blame, but the real problem lies in how we measure intelligence in the first place ...