Skip to content
/ pfa Public

Policy Fusion Architecture (PFA): We investigate policy gradient approaches for reward decomposition in reinforcement Learning

Notifications You must be signed in to change notification settings

koulanurag/pfa

Repository files navigation

Policy Fusion Architecture - Pytorch

Installation

  • Install Pytorch [Version : 0.3.1] - (Platform dependent)
  • To install other requirements:
        pip install -r requirements.txt

Usage

  • If using render option: Start the visdom server before running the script
    python -m visdom.server
  • Policy Gradient:
    • Training: python main_pg.py --train
    • Testing: python main_pg.py --test
  • Hybrid Policy Gradient:
    • Training: python main_hpg.py --train
    • Testing: python main_hpg.py --test

About

Policy Fusion Architecture (PFA): We investigate policy gradient approaches for reward decomposition in reinforcement Learning

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published