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02/19/2022
Shaping Advice in Deep Reinforcement Learning
Reinforcement learning involves agents interacting with an environment t...
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01/12/2022
Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning
This paper considers multi-agent reinforcement learning (MARL) tasks whe...
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03/29/2021
Shaping Advice in Deep Multi-Agent Reinforcement Learning
Multi-agent reinforcement learning involves multiple agents interacting ...
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09/20/2020
Safety-Critical Online Control with Adversarial Disturbances
This paper studies the control of safety-critical dynamical systems in t...
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01/19/2020
FRESH: Interactive Reward Shaping in High-Dimensional State Spaces using Human Feedback
Reinforcement learning has been successful in training autonomous agents...
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07/20/2019
Potential-Based Advice for Stochastic Policy Learning
This paper augments the reward received by a reinforcement learning agen...
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03/21/2018
Assessing Shape Bias Property of Convolutional Neural Networks
It is known that humans display "shape bias" when classifying new items,...
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08/14/2017
Attacking Automatic Video Analysis Algorithms: A Case Study of Google Cloud Video Intelligence API
Due to the growth of video data on Internet, automatic video analysis ha...
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03/26/2017
Deceiving Google's Cloud Video Intelligence API Built for Summarizing Videos
Despite the rapid progress of the techniques for image classification, v...
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03/20/2017