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04/28/2023
Does Code Smell Frequency Have a Relationship with Fault-proneness?
Fault-proneness is an indication of programming errors that decreases so...
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02/02/2023
Accelerating Policy Gradient by Estimating Value Function from Prior Computation in Deep Reinforcement Learning
This paper investigates the use of prior computation to estimate the val...
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12/14/2022
Robust Policy Optimization in Deep Reinforcement Learning
The policy gradient method enjoys the simplicity of the objective where ...
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10/13/2022
Bootstrap Advantage Estimation for Policy Optimization in Reinforcement Learning
This paper proposes an advantage estimation approach based on data augme...
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07/15/2022
Bootstrap State Representation using Style Transfer for Better Generalization in Deep Reinforcement Learning
Deep Reinforcement Learning (RL) agents often overfit the training envir...
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10/31/2019
Existence of Stack Overflow Vulnerabilities in Well-known Open Source Projects
A stack overflow occurs when a program or process tries to store more da...
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03/03/2019
DESK: A Robotic Activity Dataset for Dexterous Surgical Skills Transfer to Medical Robots
Datasets are an essential component for training effective machine learn...
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08/08/2018
A Case Study on the Impact of Similarity Measure on Information Retrieval based Software Engineering Tasks
Information Retrieval (IR) plays a pivotal role in diverse Software Engi...
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03/22/2018