jxx123 / rl-tf2Links
My own implementation of Reinforcement Learning algorithms using Tensorflow 2.0
☆30Updated 3 years ago
Alternatives and similar repositories for rl-tf2
Users that are interested in rl-tf2 are comparing it to the libraries listed below
Sorting:
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆349Updated 4 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆101Updated 3 years ago
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆202Updated 3 years ago
- Deep recurrent Q learning on CartPole-v1 environment☆91Updated last year
- RL algorithms☆143Updated 4 years ago
- D3QN Pytorch☆63Updated 3 years ago
- Solve BipedalWalkerHardcore-v2 with TD3☆89Updated 2 years ago
- Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)☆347Updated 5 years ago
- The code for maddpg using pytorch☆170Updated 4 years ago
- a clean and robust Pytorch implementation of SAC on continuous action space☆83Updated 3 months ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆157Updated last year
- Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).☆20Updated 7 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆50Updated 3 years ago
- Tutorial for Reinforcement Learning☆186Updated 3 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆151Updated last year
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆489Updated last year
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆609Updated 2 years ago
- MiniMax Multi-Agent Deep Deterministic Policy Gradient (M3DDPG) pytorch implementation☆12Updated 4 years ago
- A clean and robust Pytorch implementation of PPO on continuous action space.☆156Updated last year
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆92Updated 4 years ago
- RL projects including implementation of DQN/DDPG/MADDPG/BicNet on StarCraft II multi-agent learning environment SMAC☆48Updated 5 years ago
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆297Updated 5 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆156Updated last year
- TD3 in Pytorch☆34Updated 3 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆694Updated 4 months ago
- 多智能体强化学习☆100Updated 6 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆634Updated 2 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆86Updated 7 months ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆241Updated 2 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆87Updated 4 years ago