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:
- Jax and Torch Multi-Agent SAC on PettingZoo API☆85Updated 7 months ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆100Updated 3 years ago
- TD3 in Pytorch☆34Updated 3 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆71Updated 3 years ago
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆201Updated 3 years ago
- a clean and robust Pytorch implementation of SAC on continuous action space☆81Updated 2 months ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆48Updated 3 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆139Updated last year
- D3QN Pytorch☆63Updated 3 years ago
- ☆99Updated 3 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆147Updated last year
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆86Updated 4 years ago
- The code for maddpg using pytorch☆169Updated 4 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆155Updated last year
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆51Updated 4 months ago
- Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).☆19Updated 7 years ago
- The implementation of LSTM-TD3.☆81Updated 2 years ago
- Deep recurrent Q learning on CartPole-v1 environment☆91Updated last year
- ☆209Updated 2 years ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆149Updated last year
- 多智能体强化学习☆99Updated 6 years ago
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆116Updated 2 months ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆346Updated 4 years ago
- Hello😜☆31Updated 4 years ago
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆92Updated 4 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆78Updated 2 weeks ago
- PyTorch implementation of the discrete Soft-Actor-Critic algorithm.☆53Updated 3 years ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆58Updated 3 years ago
- DDPG in Pytorch☆45Updated 3 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆177Updated last year