Mr Ko

AI is my favorite domain as a professional Researcher. What I am doing is Reinforcement Learning,Autonomous Driving,Deep Learning,Time series Analysis, SLAM and robotics. Also Economic Analysis including AI,AI business decision

Memory Augmented RL

less than 1 minute read

Understand Memory Augmented Reinforcement Learning

  • Can we learn an agent with an external memory?
  • external memory (Read/Write)

Current Memory for RL agents

  • current memory structures for RL are simple
    • just add LSTM to network
  • partially observable
    • 3D games
    • Autonomous robots
  • Memory structures will be crucial to scaling up deep RL agents to partially-observable and non-reflexive tasks

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