Axel Abels

3 papers · 2019–2025 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ICML (2) IJCAI (1)

Top co-authors

Tom Lenaerts (3) Ann Nowe (2) Denis Steckelmacher (1) Vito Trianni (1) Diederik Roijers (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Learning Types (2) Deep Learning (1) Reinforcement Learning (1) Application Areas (1) Core Methods (1) Methods (1) Models (1) Optimization & Theory (1)

Keywords

deep reinforcement learning (1) model selection (1) collective decision making (1) multi-objective optimization (1) bias mitigation (1) decision tree (1) dynamic weight (1) experience replay (1) response aggregation (1) expertise tree (1) nearest neighbor query (1) large language model (1) expertise modeling (1) knowledge limitation (1) nearest neighbor queries (1)

Papers

Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025 Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making ICML 2023 Dynamic Weights in Multi-Objective Deep Reinforcement Learning ICML 2019