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Deep Reinforcement Learning/Ushahidi
Rekodi ya ushahidi wa mbinu

Deep Reinforcement Learning

Deep Reinforcement Learning combines neural networks with reinforcement learning so an agent learns by interacting with an environment, popularised by Mnih and colleagues' 2015 Nature work on human-level Atari control. Instead of learning from a fixed labelled dataset, the agent takes actions, observes rewards, and gradually shapes a policy that maximises long-run return.

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Deep Reinforcement Learning (DQN / PPO / A3C)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Mnih, V. et al. (2015). Human-Level Control through Deep Reinforcement Learning. Nature, 518, 529–533. · DOI 10.1038/nature14236
  • Schulman, J. et al. (2017). Proximal Policy Optimization Algorithms. arXiv:1707.06347. · URL
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Same method familyNeural Architecture Searchmachine-suggested · Relational suggestion, not evidence.Same method familyRandom Forestmachine-suggested · Relational suggestion, not evidence.Same method familyRecurrent Neural Networkmachine-suggested · Relational suggestion, not evidence.Same method familyXGBoostmachine-suggested · Relational suggestion, not evidence.

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