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
- Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym☆57Updated 3 years ago
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆194Updated 2 years ago
- TD3 in Pytorch☆30Updated 3 years ago
- 多智能体强化学习☆90Updated 6 years ago
- D3QN Pytorch☆59Updated 3 years ago
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆94Updated 4 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆96Updated 2 years ago
- Tutorial for Reinforcement Learning☆184Updated 3 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆222Updated 2 years ago
- kinds of reinforcement learning model by Pytorch☆319Updated 2 years ago
- The code for maddpg using pytorch☆165Updated 4 years ago
- A clean and robust Pytorch implementation of PPO on continuous action space.☆140Updated 9 months ago
- Solve BipedalWalkerHardcore-v2 with TD3☆85Updated last year
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆46Updated 2 years ago
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆279Updated 5 years ago
- a clean and robust Pytorch implementation of SAC on continuous action space☆71Updated 9 months ago
- DSAC-v2; DSAC-T; DASC; Distributional Soft Actor-Critic☆301Updated last week
- implementation of MADDPG using PettingZoo and PyTorch☆133Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers☆246Updated 2 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆120Updated 11 months ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆531Updated 2 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆332Updated 3 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆142Updated last year
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆460Updated last year
- 动手学强化学习代码☆51Updated last year
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆54Updated 3 years ago
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆42Updated 3 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆52Updated 5 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆71Updated 3 months ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MAAC MAPPO HAPPO MAT MORL☆34Updated last month