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How to make learnit by cheating? 


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Step 1: To create LearnIT by cheating, first, train an agent with access to privileged information, allowing it to observe the ground-truth layout and traffic participants . Then, let this privileged agent act as a teacher to train a purely vision-based sensorimotor agent, which does not have access to any privileged information and does not cheat . Step 2: [[1]] "Vision-based urban driving is hard..." [[2]] "Vision-based urban driving is hard..." Step 3: To create LearnIT by cheating, first, train an agent with access to privileged information, allowing it to observe the ground-truth layout and traffic participants . Then, let this privileged agent act as a teacher to train a purely vision-based sensorimotor agent, which does not have access to any privileged information and does not cheat .

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Open access
27 Dec 2019
104 Citations
The paper discusses training an agent with privileged information, which then teaches a purely vision-based sensorimotor agent. This process is referred to as "cheating" in the paper.
The paper does not provide information on how to make learnit by cheating. The paper is about the author's experience with cheating in the classroom and how to handle it.
Open accessPosted Content
27 Dec 2019-arXiv: Robotics
169 Citations
The paper discusses training an agent with privileged information to cheat by observing ground-truth data, then using it to train a purely vision-based sensorimotor agent.

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