Skip to main content

Accounting Reinforcement Learning GYM for Ai-Accountants .为会计人打造的专属智能会计强化学习框架。

Project description

RL-Accounting 会计强化学习

logo

Redefining Accounting! Developed by Bfsu Ai-Accounting Team (c) 2023 Github

PyPI - Python Version Downloads

Install & Import 安装和导入

For detailed installation instructions, see the documentation.

pip install cpagym
import gymnasium as gym
import cpagym as cg 
import torch

Accounting Envs 主要会计环境

1. Moral_Hazard 道德风险

env = gym.make("Moral_Hazard-v1")#Instantiate the Environment载入道德风险环境
state, info = env.reset(seed=2)#初始化
n_steps = 10
for _ in range(n_steps):
    action = env.action_space.sample()#随机行动
    state, reward, terminated, truncated, info = env.step(action)
    print(observation, reward, terminated, truncated, info )
    if terminated or truncated:
        observation, info = env.reset()

Accounting RL-Algorithm 会计强化学习算法

1. Train the Agent with DQN

Accounting RL-Agent 会计强化学习代理人

agent=cg.Agent(state_size=1,action_size=2)#Instantiate the Agent载入会计智能体
env = gym.make("Moral_Hazard-v1")
state, info = env.reset(seed=2)
action = agent.act(state, eps)#最优化行动
next_state, reward, done, _,_ = env.step(action)
agent.step(state, action, reward, next_state, done)
print(agent.memory.memory)

配套智能会计包CPANLP

logo

Check out: https://cpanlp.com/reinforcement

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cpagym-0.1.11.tar.gz (10.8 kB view hashes)

Uploaded Source

Built Distribution

cpagym-0.1.11-py3-none-any.whl (16.1 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page