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Upper Confidence Bound (UCB) Reinforcement Learning Codes

  • RL_Module: Original code with UCB & Advantage learning
  • RL_Module_Position: Position reinforcement learning module. Takes absolute states and actions.
  • RL_Module_Velocity: Velocity reinforcement learning module. Takes relative actions given error.
  • RL_Module_Velocity_MIMO_SMDP: MIMO SMDP reinforcement learning module. Considers semi-Markov processes.
  • RL_Module_Velocity_SMDP: SMDP reinforcement learning module.

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UCB reinforcement learning and advantage learning codes

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