🧩 Neural-Symbolic AI - sworddish · Scour

BiNSGPS: Geometry Problem Solving via Bidirectional Neuro-Symbolic Interaction

🌳Decision-Time Planning Academic

EditSR: Enhancing Neural Symbolic Regression via Edit-based Rectification

💬LLMs Academic

Neuro-Symbolic Learning for Long-Horizon Task Planning Under Complex Logical Constraints

🌳Decision-Time Planning Academic

Simulate, Reason, Decide: Scientific Reasoning with LLMs for Simulation-Driven Decision Making

🧪Agent Evaluation Academic

Neuro-Symbolic Injection of LTLf Constraints in Autoregressive Reinforcement Learning Policies

📐Formal Languages Academic

Symbolic and Abstractive Reasoning with Complex Visual Queries

🃏Imperfect Information Games Academic

When Should We Protect AI? A Precautionary Framework for Consciousness Uncertainty

🃏Imperfect Information Games Academic

Agentic Neuro-Symbolic Planning and Commissioning for Human-in-the-Loop Industrial Robotics with Digital Twins

🌳Decision-Time Planning Academic

Less-relevant results

Trustworthy Visual Predicates for Robust Manipulation Understanding under Degradation

🃏Imperfect Information Games Academic

Domain-Adapted Small Language Models with Hybrid Post-Processing: Achieving Cost-Efficient, Low-Latency Multi-Label Structured Prediction via LoRA Fine-Tuning on Scarce Data

💬LLMs Academic

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