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Artificial Intelligence
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Rui Nian

BSc. in Chemical Engineering from the University of Alberta.. but discovered the wonderful world of Artificial Intelligence and Machine Learning. So now I'm 2nd year MSc. student in optimal control via various reinforcement learning techniques and compare the results to model predictive control using collocation trajectory optimization.

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  • Edmonton, AB, Canada
  • RuiNian7319
  • Member for 6 months
  • 10 profile views
  • Last seen Feb 16 at 6:49

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Top Posts (7) All Questions Answers | Votes Newest

7 Is there a difference in the architecture of deep reinforcement learning when multiple actions are performed instead of a single action? Aug 24 '18
4 In imitation learning, do you simply inject optimal (state, action, reward, s(t+1)) experiences into your experience replay buffer? Aug 27 '18
3 Should the reward or the Q value be clipped for reinforcement learning Oct 10 '18
3 In reinforcement learning, Is the optimal value (V*) corresponding to performing the best action in a given state? Aug 24 '18
1 Is my understanding of the differences between MDP, Semi MDP and POMDP correct? Oct 29 '18
1 How does reinforcement learning handle measured disturbances? Dec 14 '18
1 Should the actor or actor-target model be used to make predictions after training is complete (DDPG)? Sep 10 '18

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