diff --git a/README.md b/README.md index a17e6e4..b4e9a2a 100644 --- a/README.md +++ b/README.md @@ -5,6 +5,12 @@ RobLAX is a differentiable rigid body physics engine with contact1constraints that can assists various model-based methods. RobLAX is written in JAX and implements [environments](envs) and [model-base algorithm](model_based_RL.py) using [jbdl](https://github.com/Tencent-RoboticsX/jbdl). A render and urdf parser also included to extend to more realistic robotic application. +Brax also includes a suite of learning algorithms that train agents in seconds to minutes: +* Baseline learning algorithms such as + [PPO](https://github.com/michaelyeah7/roblax/blob/Guo/PPO.py), + [SAC](hhttps://github.com/michaelyeah7/roblax/blob/Guo/SAC.py) +* An new actor-critic mbrl algorithm, Model-based Reinforcement Learning + ## Model-based Reinforcement Learning Implement an actor-critic mbrl algorithm. Guo Ye, Qinjie Lin, Tim Lau, Zhaoran Wang, Han Liu.