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Dolly

Opponent Aware Neural Quiz Player

  • Improve NLP model using Deep-RL agent.

3 steps:

  • GRU using Full time supervision(FTS) loss for content model.
  • Opponent modelling using Deep-RL(Algorithm implemented: Double Deep Q Learning) for buzzing model.
  • retrain GRU with weighted FTS, weights dictated by RL agent trained above.