⚙ Context engineering - laurynas · Scour

ReTool-Video: Recursive Tool-Using Video Agents with Meta-Augmented Tool Grounding 🎯Reranking

HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution 🤝Multi-Agent Systems

Orchard: An Open-Source Agentic Modeling Framework 🤖agents

Generative Floor Plan Design with LLMs via Reinforcement Learning with Verifiable Rewards 🎮Reinforcement Learning

The Context Gathering Decision Process: A POMDP Framework for Agentic Search 🤝Multi-Agent Systems

Towards Self-Evolving Agentic Literature Retrieval 🕷️GraphRAG

LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues 🤖agents

Controlling Logical Collapse in LLMs via Algebraic Ontology Projection over F2 🕸️Knowledge Graphs

History Anchors: How Prior Behavior Steers LLM Decisions Toward Unsafe Actions 🎮Reinforcement Learning

MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading 🎯Reranking

Training LLMs with Reinforcement Learning for Intent-Aware Personalized Question Answering 🎮Reinforcement Learning

Self-Consolidating Language Models: Continual Knowledge Incorporation from Context 🌫Diffusion language models

Remember Your Trace: Memory-Guided Long-Horizon Agentic Framework for Consistent and Hierarchical Repository-Level Code Documentation 🤖agents

ToolWeave: Structured Synthesis of Complex Multi-Turn Tool-Calling Dialogues ✨UI generation

The Trap of Trajectory: Towards Understanding and Mitigating Spurious Correlations in Agentic Memory 🎮Deterministic Simulation

A Hierarchical Language Model with Predictable Scaling Laws and Provable Benefits of Reasoning 🌫Diffusion language models

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory 🎮Reinforcement Learning

Useful Memories Become Faulty When Continuously Updated by LLMs 🎮Deterministic Simulation

PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents 🌫Diffusion language models

PRISM: Pareto-Efficient Retrieval over Intent-Aware Structured Memory for Long-Horizon Agents 🔍Semantic Search

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