Reflection of Episodes: Learning to Play Game from Expert and Self Experiences

1. 1Obtain key information in the game through a keyframe-based approach
2. 2Integrate expert experiences with self-experiences to inform the model
3. 3Use reinforcement learning to optimize the model's performance
4. 4Evaluate the model's performance in the game environment

AI researchers and engineers on a team can benefit from this framework to improve their models' performance in complex game environments, and product managers can apply this to develop more intelligent game-playing systems

💡 The Reflection of Episodes framework combines expert and self-experiences to improve performance in complex game environments

💡 Learning to play StarCraft II through reflection of episodes!