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User Guide

  • Welcome to FROBS_RL documentation!
  • Installation
  • Enviroment creation
  • Enviroment templates
  • Training a model
  • RL Models
  • Using trained models
  • Example enviroment

API

  • API
    • ros_controllers
    • ros_gazebo
    • ros_launch
    • ros_node
    • ros_params
    • ros_spawn
    • ros_urdf
    • robot_BasicEnv
    • Custom Robot enviroment
    • Custom Task enviroment
    • Basic Model
    • Advantage Actor Critic (A2C)
    • Deep Deterministic Policy Gradient (DDPG)
    • Deep Q Network (DQN)
    • Proximal Policy Optimization (PPO)
    • Soft Actor Critic (SAC)
    • Twin Delayed Deep Deterministic Policy Gradient (TD3)
    • Normalize Action Wrapper
    • Normalize Observation Wrapper
    • Time Limit Wrapper
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API

API Docs

Common

  • ros_controllers
  • ros_gazebo
  • ros_launch
  • ros_node
  • ros_params
  • ros_spawn
  • ros_urdf

Envs

  • robot_BasicEnv

Template robot and task envs

  • Custom Robot enviroment
  • Custom Task enviroment

RL algoritms

  • Basic Model
  • Advantage Actor Critic (A2C)
    • YAML parameters template
    • Class docs
  • Deep Deterministic Policy Gradient (DDPG)
    • YAML parameters template
    • Class docs
  • Deep Q Network (DQN)
    • YAML parameters template
    • Class docs
  • Proximal Policy Optimization (PPO)
    • YAML parameters template
    • Class docs
  • Soft Actor Critic (SAC)
    • YAML parameters template
    • Class docs
  • Twin Delayed Deep Deterministic Policy Gradient (TD3)
    • YAML parameters template
    • Class docs

Env wrappers

  • Normalize Action Wrapper
    • Example use
    • Wrapper documentation
  • Normalize Observation Wrapper
    • Example use
    • Wrapper documentation
  • Time Limit Wrapper
    • Example use
    • Wrapper documentation
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© Copyright 2021, Fajardo. Revision 1aba4223.

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