Genius-Society / SnakeAI
Using deep reinforcement learning to play Snake game. The used algorithm is PPO for discrete! It has the brilliant performance in the field of discrete action space just like in continuous action space. You just need half an hour to train the snake and then it can be as smart as you.|使用深度强化学习玩蛇游戏。 使用的算法是离散的 PPO! 它在离散动作空间领域有着与连续动作空间一样的出色表现。
☆20Updated 2 weeks ago
Alternatives and similar repositories for SnakeAI:
Users that are interested in SnakeAI are comparing it to the libraries listed below
- ☆58Updated last year
- Solve BipedalWalkerHardcore-v2 with TD3☆83Updated last year
- ☆159Updated last year
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆184Updated 2 years ago
- DSAC; Distributional Soft Actor-Critic☆121Updated 11 months ago
- A collection of offline reinforcement learning algorithms.☆165Updated 2 months ago
- DSAC-v2; DSAC-T; DASC; Distributional Soft Actor-Critic☆282Updated 2 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆443Updated last year
- A parallel framework for population-based multi-agent reinforcement learning.☆513Updated last year
- Online Decision Transformer☆246Updated last year
- basic algorithms of reinforcement learning☆205Updated last year
- Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]☆304Updated 2 years ago
- A Reinforcement Learning Project using PPO + LSTM☆55Updated last year
- 一些利用pytorch编程实现的强化学习例子☆35Updated 5 years ago
- Python interface for accessing the near real-world offline reinforcement learning (NeoRL) benchmark datasets☆111Updated 2 months ago
- Multiagent Reinforcement Learning Research Project☆128Updated 3 months ago
- Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym☆56Updated 3 years ago
- A clean and robust Pytorch implementation of PPO on Discrete action space☆62Updated 7 months ago
- Example code for the Gym documentation☆71Updated last year
- This project is implementation code of AlphaStar☆195Updated last year
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆142Updated last year
- DRLib:a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆531Updated 9 months ago
- ☆191Updated last year
- 动手学强化学习代码☆49Updated last year
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆121Updated 4 years ago
- The code for maddpg using pytorch☆164Updated 4 years ago
- 天授中文文档☆55Updated last month
- My DRL library with tensorflow1.14 based on openai spinning-up☆61Updated 3 years ago
- My own implementation of Reinforcement Learning algorithms using Tensorflow 2.0☆29Updated 3 years ago
- Tutorial for Reinforcement Learning☆177Updated 3 years ago