Yassine Chemingui

4 papers · 2024–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (3) UAI (1)

Top co-authors

Aryan Deshwal (3) Trong Nghia Hoang (2) Honghao Wei (2) Jana Doppa (2) Janardhan Rao Doppa (2) Minh Hoang (1) Azza Fadhel (1) Alan Fern (1) Chenhua Fan (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI (3) Reinforcement Learning (2) Learning Types · Machine Learning (2) Methods (2) Deep Learning (1) Mathematics & Optimization (1) Applications (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization (1) Optimization & Theory (1)

Keywords

safe reinforcement learning (2) offline reinforcement learning (2) gradient descent (1) continuous control (1) constraint satisfaction (1) bayesian optimization (1) surrogate model (1) offline optimization (1) model-based optimization (1) constraint violation (1) stein discrepancy (1) materials discovery (1) surrogate modeling (1) reward optimization (1) policy-guided gradient search (1) policy switching (1) reward cost trade-off (1) safety certificate (1) optimization bia (1) policy optimization (1)

Papers

Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling AAAI 2026 SteinGate: Tail-Sensitive Safe Reinforcement Learning via Stein Discrepancy UAI 2026 Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning AAAI 2025 Offline Model-Based Optimization via Policy-Guided Gradient Search AAAI 2024