Zhiyu Huang

Results 7 repositories owned by Zhiyu Huang

Driving-IRL-NGSIM

187
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37
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[T-ITS] Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning

DIPP

181
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39
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[TNNLS] Differentiable Integrated Prediction and Planning Framework for Urban Autonomous Driving

Expert-Prior-RL

69
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10
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[TNNLS] Imitative Expert Prior-Guided Reinforcement Learning for Autonomous Driving

Predictive-Decision

81
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13
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[ITSC 2023] Predictive Decision-making Framework with Interaction-aware Motion Forecasting Model

GameFormer

177
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28
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[ICCV 2023 Oral] Game-theoretic modeling and learning of Transformer-based interactive prediction and planning

GameFormer-Planner

113
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15
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[ICCV & CVPR Workshop] Learning-enabled Interactive Prediction and Planning Framework for Autonomous Vehicles

DTPP

70
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10
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[ICRA 2024] Differentiable Joint Conditional Prediction and Cost Evaluation for Tree Policy Planning