RL-Scope Documentation

RL-Scope is a cross-stack profiler for deep reinforcement learning workloads.

For a tutorial on reproducing figures in the RL-Scope paper, see RL-Scope Artifact Evaluation.

For information on running the RL-Scope development docker container, see Host Configuration.

Contents:

• RL-Scope Artifact Evaluation
  • 1. Machine configuration
    • AWS
  • 2. Running the Docker development environment
  • 3. Building RL-Scope
  • 4. Installing experiments
  • 5. Running experiments
    • RL Framework Comparison
    • RL Algorithm Comparison
    • Simulator Comparison
• Host Configuration
  • 1. Install docker-compose
  • 2. NVIDIA driver
  • 3. Docker default runtime
  • 4. Running the Docker development environment
• Unit tests
  • Running unit tests
  • Python unit tests
  • C++ unit tests

Source documentation

• Index

• Module Index

• Search Page

• rlscope

Documentation TODOs