johnjim0816 / rl-tutorials
basic algorithms of reinforcement learning
☆203Updated last year
Alternatives and similar repositories for rl-tutorials:
Users that are interested in rl-tutorials are comparing it to the libraries listed below
- ☆58Updated last year
- RL algorithms☆140Updated 3 years ago
- ☆159Updated last year
- 强化学习第二版习题解答与代码案例 Solutions and codes for Reinforcement Learning second edition☆136Updated 3 years ago
- Tutorial for Reinforcement Learning☆176Updated 2 years ago
- 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
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆262Updated 4 years ago
- Solve BipedalWalkerHardcore-v2 with TD3☆83Updated last year
- ☆621Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers☆228Updated 2 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆214Updated 2 years ago
- An easier PyTorch deep reinforcement learning library.☆179Updated 3 weeks ago
- ☆301Updated 2 years ago
- DSAC-v2; DSAC-T; DASC; Distributional Soft Actor-Critic☆276Updated 2 months ago
- Reinforcement-Learning-Notes, start with MDP.☆221Updated 2 years ago
- GitHub's code repository is all you need☆335Updated last year
- Implementation of benchmark RL algorithms☆463Updated 2 years ago
- Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym☆56Updated 3 years ago
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆715Updated this week
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆566Updated last week
- A clean and robust Pytorch implementation of PPO on continuous action space.☆128Updated 7 months ago
- ☆903Updated last year
- Pytorch for Deep Reinforcement Learning☆244Updated 4 years ago
- DRLib:a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆530Updated 9 months ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,152Updated last year
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…☆162Updated last year
- Official implementation of HARL algorithms based on PyTorch.☆574Updated 3 months ago
- 动手学强化学习代码☆49Updated last year
- rl-papers☆47Updated last year
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆441Updated last year