Researcher profile
Sakyasingha Dasgupta
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Internal Model from Observations for Reward Shaping
2018 · arXiv (Cornell University)
Reinforcement learning methods require careful design involving a reward function to obtain the desired action policy for a given task. In the absence of hand-crafted reward functions, prior work on the topic has proposed several …
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Continual Learning via Online Leverage Score Sampling
2019 · arXiv (Cornell University)
In order to mimic the human ability of continual acquisition and transfer of knowledge across various tasks, a learning system needs the capability for continual learning, effectively utilizing the previously acquired skills. As such, the …