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06/19/2023
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification
Ad hoc teamwork requires an agent to cooperate with unknown teammates wi...
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02/14/2023
Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning
Real-world cooperation often requires intensive coordination among agent...
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05/01/2022
TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources
Recent advances in deep reinforcement learning (DRL) have largely promot...
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02/14/2020
Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks
Address event representation (AER) cameras have recently attracted more ...
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11/19/2019