Continual Graph Memory for Mathematical Research Agents
cs.AI, cs.CL
Submitted: 2026-10-02
Updated: 2026-10-02
Code: https://github.com/uclanlp/continual-graph-memory
Sources
- First Proof Second Batch
- Rainbow Subgraphs in Edge-colored Complete Graphs -- Answering two Questions by Erd\H{o}s and Tuza
- On the independent set sequence of a tree
- ISM:Self-Improving Strategy Memory for Continual Mathematical Reasoning
- Albilich: Steerable Proof-State Orchestration for LLM-Based Mathematical Research with CAS Integration
- Automated Conjecture Resolution with Formal Verification
- Danus: Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory
- MemGPT: Towards LLMs as Operating Systems
- Voyager: An Open-Ended Embodied Agent with Large Language Models
- Self-Consistency Improves Chain of Thought Reasoning in Language Models
- Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
- Tree of Thoughts: Deliberate Problem Solving with Large Language Models
- ReAct: Synergizing Reasoning and Acting in Language Models
- CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Related papers
- MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
- Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
- Agents' Last Exam
- The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
- MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
- Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems