Experiments with frequency-dependent selection in reinforcement learning
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What sorts of problems are better solved by:
- Coalition of specialist strategies
- Stochastic (mixed) strategies
- Conservative (generalist) strategies
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Which methods are best at finding these solutions?:
- RL
- Evolutionary algorithms (turn off environmental feedback)
- Frequency-dependent selection