mengwanglalala / RL-algorithms
RL algorithms
☆141Updated 4 years ago
Alternatives and similar repositories for RL-algorithms:
Users that are interested in RL-algorithms are comparing it to the libraries listed below
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆196Updated 2 years ago
- Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym☆57Updated 3 years ago
- kinds of reinforcement learning model by Pytorch☆327Updated 2 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆99Updated 2 years ago
- Tutorial for Reinforcement Learning☆185Updated 3 years ago
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆286Updated 5 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆231Updated 2 years ago
- The code for maddpg using pytorch☆168Updated 4 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆466Updated last year
- a clean and robust Pytorch implementation of SAC on continuous action space☆73Updated last week
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆52Updated 5 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆654Updated last month
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆563Updated 2 years ago
- A clean and robust Pytorch implementation of PPO on continuous action space.☆143Updated 10 months ago
- 动手学强化学习代码☆53Updated last year
- A collection of multi agent environments based on OpenAI gym.☆23Updated last year
- TD3 in Pytorch☆31Updated 3 years ago
- 多智能体强化学习☆92Updated 6 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆251Updated 2 years ago
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆207Updated 5 years ago
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆92Updated 4 years ago
- ☆164Updated last year
- D3QN Pytorch☆61Updated 3 years ago
- Solve BipedalWalkerHardcore-v2 with TD3☆88Updated last year
- DRLib:a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆546Updated last year
- implementation of MADDPG using PettingZoo and PyTorch☆136Updated last year
- My own implementation of Reinforcement Learning algorithms using Tensorflow 2.0☆29Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆342Updated 4 years ago
- Implement some algorithms of RL☆47Updated 2 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆154Updated last year