Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   continue with previous work by the authors implementing context-aware middleware to accelerate robot learning from demonstration, LfD. Specifically,  apply Fuzzy Q-Learning, FQL, reinforcement learning strategy to enhance the learning experience of the robot. Typically, fuzzy techniques allow the robot to make decisions without the need for an exhaustive map of the world. FQL, approximates the observable configuration space allowing the robot to overcome the high dimension challenge of feature decomposition and navigation in a stochastic environment.
['Charles C. Phiri', 'Zhaojie Ju', 'Naoyuki Kubota', 'Honghai Liu']
I am writing a research paper on a idea Enhanced robot learning using fuzzy Q-Learning & context-aware middleware
[{"from": "human", "value": "I am writing a research paper on a idea Enhanced robot learning using fuzzy Q-Learning & context-aware middleware"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   continue with previous work by the authors implementing context-aware middleware to accelerate robot learning from demonstration, LfD. Specifically,  apply Fuzzy Q-Learning, FQL, reinforcement learning strategy to enhance the learning experience of the robot. Typically, fuzzy techniques allow the robot to make decisions without the need for an exhaustive map of the world. FQL, approximates the observable configuration space allowing the robot to overcome the high dimension challenge of feature decomposition and navigation in a stochastic environment."}]