Welcome to pygma’s documentation!

Base classes

• Agents
  • BaseAgent
  • PolicyGradientAgent
• Policies
  • BasePolicy
  • MLPPolicy

RL Algorithms

• Vanilla Policy Gradient
  • Idea
  • Mathematics
  • Main characteristics
  • Pygma’s example
  • Suggested reading
• Policy Gradient Variance Reduction
  • Idea
  • Mathematics
  • Pygma’s example
  • Suggested reading

Indices and tables

• Index
• Module Index
• Search Page