Mingfei Sun
- Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?
2020/11/18 by Christian Schroeder de Witt, Tarun Gupta, de Witt, Christian Schroeder +11 · 52 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
- Mastering Complex Control in MOBA Games with Deep Reinforcement Learning
2019/12/20 by Deheng Ye, Zhao Liu, Ye, Deheng +33 · 18 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning
2022/12/14 by Benjamin J. Ellis, Ellis, Benjamin, Cook, Jonathan +12 · 20 citations
Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Adaptive Dynamic Programming Control
- Effective Generation of Feasible Solutions for Integer Programming via Guided Diffusion
2024/06/18 by Hao Zeng, Zeng, Hao, Jiaqi Wang +11 · 3 citations
Mathematics · Computer Science · Engineering · #Advanced Optimization Algorithms Research #Optimization and Variational Analysis #Optimization and Mathematical Programming
- Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency
2021/12/11 by Mingfei Sun, Sun, Mingfei, Sam Devlin +5 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- You May Not Need Ratio Clipping in PPO
2022/01/31 by Mingfei Sun, Sun, Mingfei, Vitaly Kurin +11 · 1 citation
Computer Science · #Machine Learning and Algorithms #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification
- Molecular epidemiology of <i>Cryptosporidium</i> spp. in dairy cattle in Guangdong Province, South China
2018/07/10 by Nan Liang, Yayun Wu, Mingfei Sun +8 · 1 citation
Immunology and Microbiology · #Parasitic Infections and Diagnostics