github self improving agent

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1. GitHub 自我提升代理(Self-Improving Agent)是一种人工智能模型,旨在通过自我学习和优化来提高其性能。
2. 该代理通常采用强化学习技术,通过与环境的交互来学习最佳策略。
3. 代码示例(Python):

import gym
import numpy as np
from stable_baselines3 import PPO

env = gym.make("CartPole-v1")
model = PPO("MlpPolicy", env, verbose=1)
model.learn(total_timesteps=10000)
model.save("self_improving_agent")

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Through internal testing, GitHub’s new Git storage architecture supported 5,000 concurrent agents working on a repo, sending 7,200 pushes per second, all while serving read traffic with consistently low latency.
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