# Paddle-RLBooks

**Repository Path**: AgentMaker/Paddle-RLBooks

## Basic Information

- **Project Name**: Paddle-RLBooks
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2021-05-11
- **Last Updated**: 2021-05-29

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Paddle-RLBooks

Welcome to Paddle-RLBooks which is a reinforcement learning code study guide based on pure PaddlePaddle.

## Show
![](./material/flappybird.jpg)

## Codes
- Release
  - [x] [Policy Iteration](./policy_iteration)
  - [x] [Value Iteration](./value_iteration)
  - [x] [Sarsa](./sarsa)
  - [x] [Q-learning](./qlearning)
  - [x] [DQN](./dqn)
    - [x] [DQN](./dqn/dqn)
    - [x] [Nstep-DQN](./dqn/nstep_dqn)
    - [x] [Double-DQN](./dqn/double_dqn)
    - [x] [Dueling-DQN](./dqn/dueling_dqn)
    - [x] [Noisy-DQN](./dqn/dqn_noisy_networks)
    - [x] [C51](./dqn/categorical_dqn(C51))
  - [x] [Policy Gradient](./policy_gradient)
    - [x] [Policy Gradient Basic](./policy_gradient)
    - [x] [Reinforce](./policy_gradient)
    - [x] [Policy Gradient With Baseline](./policy_gradient)
  - [x] [Actor-Critic](./actor_critic)
  - [x] [DDPG](./ddpg)
  - [x] [TD3](./td3)
  - [x] [SAC](./sac)
- Coming Soon
  - [ ] TRPO
  - [ ] ACKTR
  - [ ] A2C
  - [ ] A3C
  - [ ] PPO
  - [ ] DRQN
  - [ ] QMIX
  - [ ] MAPPDG
  - [ ] MFMARL

## Contact us
Email : [agentmaker@163.com]()