auto-deep-researcher-24x7

Deep Researcher Agent is an autonomous AI agent for running deep learning experiments, capable of continuous operation even when users are offline. It adopts a Leader-Worker architecture with zero-cost monitoring and constant memory usage. The agent supports multiple execution backends, including Slurm clusters, and can utilize domestic LLM APIs (such as DeepSeek, Qwen, etc.). It also provides experiment logging, data-driven stagnation signals, code understanding, and literature retrieval tools to help developers better manage and optimize experiments.