New Alibaba AI framework skips loading every tool, cutting agent token use 99%

A new framework called SkillWeaver tackles AI agent tool routing by skipping full-library loading, cutting token use 99% on ...
IEEE

A Cooperative Multiagent Reinforcement Learning Method Based on Reward Decomposition for Scalable Agent Environments

Abstract: Cooperative multiagent reinforcement learning (MARL) is a promising approach for complex collaborative tasks. However, practical deployment remains challenging due to ambiguous credit ...
IEEE

ResilioMate: A Resilient Multi-Agent Task Executing Framework for Enhancing Small Language Models

Abstract: Recent advances in large language models (LLMs) have been limited by their processing requirements and vulnerability to adversarial assaults, whilst short language models (SLMs) struggle ...
The New York Times

The Best AI Scheduling App Makes You Do the Hard Work

We independently review everything we recommend. When you buy through our links, we may earn a commission. Learn more› By Matthew Guay After a new round of testing, Sunsama is still our favorite ...
GitHub

2025-dart-llm-dependency-aware-task-graph.md

planning_relevance DART-LLM 用 LLM 把自然语言施工任务直接分解成结构化 JSON subtasks，每个 subtask 包含 atomic skill、dependencies、object ...