Research map / Reinforcement learning / Visual and representation RL
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use RIRL instead of IMUP, adding adversarial training and a gated profile update (ablation) | IMUP · New York and Beijing | Prec_Cat | Helped |
| Use RIRL instead of IMUP, adding adversarial training and a gated profile update (ablation) | IMUP · New York and Beijing | Rec_Cat | Helped |
| Use RIRL instead of IMUP, adding adversarial training and a gated profile update (ablation) | IMUP · New York and Beijing | Avg_Sim | Helped |
| Use RIRL instead of IMUP, adding adversarial training and a gated profile update (ablation) | IMUP · New York and Beijing | Avg_Dist | Helped |
| Use TD-based rather than reward-based experience sampling (ablation) | RIRL · New York and Beijing | Prec_Cat | Helped |
| Use TD-based rather than reward-based experience sampling (ablation) | RIRL · New York and Beijing | Rec_Cat | Helped |
| Use TD-based rather than reward-based experience sampling (ablation) | RIRL · New York and Beijing | Avg_Sim | Helped |
| Use TD-based rather than reward-based experience sampling (ablation) | RIRL · New York and Beijing | Avg_Dist | Helped |
Closest papers by meaning
- Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation (AAAI 2024 · similarity 0.83)
- Taming the Long Tail in Human Mobility Prediction (NeurIPS 2024 · similarity 0.81)
- Diffusing States and Matching Scores: A New Framework for Imitation Learning (ICLR 2025 · similarity 0.81)
- TraXion: Rethinking Pre-training Frameworks for Mobility and Beyond (NeurIPS 2026 · similarity 0.80)
- PANTHER: Generative Pretraining Beyond Language for Sequential User Behavior Modeling (NeurIPS 2025 · similarity 0.80)
- Drift-Aware Multimodal User Representation Learning via Multi-Scale Temporal Modeling and Sparse Mixture-of-Experts (NeurIPS 2026 · similarity 0.80)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.