fd-rl

Experiments with frequency-dependent selection in reinforcement learning

Key questions

• What sorts of problems are better solved by:

  • Coalition of specialist strategies
  • Stochastic (mixed) strategies
  • Conservative (generalist) strategies

• Which methods are best at finding these solutions?:

  • RL
  • Evolutionary algorithms (turn off environmental feedback)
  • Frequency-dependent selection