Meta-SAC

Meta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient.
arXiv link

Yufei Wang*, Tianwei Ni*. In 7th ICML AutoML workshop, 2020.
(* indicates equal contribution)

PyTorch implementation of Meta-SAC and baselines.

Requirements

• PyTorch 1.4+
• OpenAI Gym
• Mujoco

Usage

• Meta-SAC: meta_sac directory
• SAC-v1, SAC-v2: sac directory
• TD3: TD3 directory

Reference

pytorch-soft-actor-critic