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05/16/2023
An Empirical Study on Google Research Football Multi-agent Scenarios
Few multi-agent reinforcement learning (MARL) research on Google Researc...
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03/16/2022
CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning
Due to the partial observability and communication constraints in many m...
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02/09/2022
Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization
In cooperative multi-agent systems, agents jointly take actions and rece...
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11/10/2021
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention
Safety has become one of the main challenges of applying deep reinforcem...
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09/08/2021
An Optimal Resource Allocator of Elastic Training for Deep Learning Jobs on Cloud
Cloud training platforms, such as Amazon Web Services and Huawei Cloud p...
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03/16/2021