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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 2 years, 1 month
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  • Last seen Sep 10 at 19:37

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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 Should the reward or the Q value be clipped for reinforcement learning Oct 10 '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 What are stable ways of doing online machine learning? Apr 16 '19
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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