Ren-Jian Wang

5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)

Conferences

IJCAI (2) AAAI (1) ICLR (1) ICML (1)

Top co-authors

Chao Qian (5) Ke Xue (5) Cong Guan (1) Jianye Hao (1) Qiang Fu (1) Chengrui Gao (1) Haopu Shang (1) Xiaobin Huang (1) Erlong Liu (1) Dong Li (1)

Keywords

evolutionary algorithm (2) multi-objective optimization (1) multi-objective reinforcement learning (1) policy network (1) pareto front (1) approximation ratio (1) scalarized subproblem (1) theoretical analysis (1) quality-diversity algorithm (1)

Papers

Pareto Set Learning for Multi-Objective Reinforcement Learning AAAI 2025

Sample-Efficient Quality-Diversity by Cooperative Coevolution ICLR 2024

Quality-Diversity with Limited Resources ICML 2024

Quality-Diversity Algorithms Can Provably Be Helpful for Optimization IJCAI 2024

Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting IJCAI 2023