Expectations or Guarantees? I Want It All! A crossroad between games and MDPs.
Véronique BruyèreEmmanuel FiliotMickael RandourJean-François RaskinPublished in: SR (2014)
Keyphrases
- markov decision processes
- action sets
- reinforcement learning
- state space
- initial state
- finite state
- video games
- optimal policy
- game playing
- prospect theory
- two player games
- game design
- stochastic games
- computer games
- factored mdps
- game theory
- educational games
- game theoretic
- average cost
- nash equilibria
- quality guarantees
- finite horizon
- search space
- planning under uncertainty
- machine learning
- semi markov decision processes
- decision theoretic planning
- perfect information
- game development
- policy iteration
- online game
- nash equilibrium