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Varuna De Silva

Player Pressure Map -- A Novel Representation of Pressure in Soccer for Evaluating Player Performance in Different Game Contexts

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Jan 29, 2024
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Fully Independent Communication in Multi-Agent Reinforcement Learning

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Jan 26, 2024
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Staged Reinforcement Learning for Complex Tasks through Decomposed Environments

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Nov 05, 2023
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Learning Independently from Causality in Multi-Agent Environments

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Nov 05, 2023
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Passing Heatmap Prediction Based on Transformer Model and Tracking Data

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Sep 04, 2023
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Discovering Causality for Efficient Cooperation in Multi-Agent Environments

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Jun 20, 2023
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Embedding Contextual Information through Reward Shaping in Multi-Agent Learning: A Case Study from Google Football

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Mar 25, 2023
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Causality Detection for Efficient Multi-Agent Reinforcement Learning

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Mar 24, 2023
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Deep Generative Multi-Agent Imitation Model as a Computational Benchmark for Evaluating Human Performance in Complex Interactive Tasks: A Case Study in Football

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Mar 23, 2023
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Text to Image Synthesis using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks

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Jul 06, 2022
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