metadata

license: mit
tags:
  - reinforcement-learning
  - stable-baselines3
  - mujoco
  - ant-v4
  - ppo
pipeline_tag: reinforcement-learning
library_name: stable-baselines3
model_name: PPO-Ant-v4

PPO - Ant-v4 🌟

A Proximal Policy Optimization (PPO) agent trained with stable-baselines3 on the MuJoCo Ant-v4 environment.

	Details
Environment	`gymnasium==0.29` & `mujoco==2.3` (`Ant-v4`)
Algorithm	PPO (`stable-baselines3==2.3.0`)
Timesteps	100 000
Policy	`MlpPolicy` (2 × 64 hidden, tanh)
Return (mean ± std)	~ 964
Seed	`0`

Hyper-parameters

{
  "n_steps": 128,
  "batch_size": 64,
  "n_epochs": 20,
  "gamma": 0.99,
  "learning_rate": 3e-4,     
  "ent_coef": 0.0,           
  "clip_range": 0.2
}