← Authors

Mingfei Sun

8 papers · 2019–2023 · 6 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) πŸ—ΊοΈ Taxonomy Completionist (18) πŸ”₯ Unstoppable (5) πŸ“ˆ Trend Setter

Conferences

AAAI (2) NIPS (2) ACL (1) ICLR (1) IJCAI (1) IJCNLP (1)

Top co-authors

Sam Devlin (3) Xiaojuan Ma (3) Katja Hofmann (3) Raluca Georgescu (2) Shimon Whiteson (2) Zhenjie Zhao (2) David Bignell (1) Xipeng Wu (1) Shan Zheng Tan (1) Stephanie Milani (1)

Research topics

Reinforcement Learning (1)

Keywords

imitation learning (3) policy learning (2) text-based game (2) meta-reinforcement learning (2) offline reinforcement learning (1) game artificial intelligence (1) policy gradient (1) sequential decision making (1) procedural generation (1) behavior cloning (1) off-policy learning (1) partial observability (1) cooperative learning (1) game ai (1) cooperative multi-agent (1) masked prediction (1) deterministic policy (1) agent system (1) generative adversarial imitation learning (1) incomplete demonstration (1)

Papers

SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning NIPS 2023
Imitating Human Behaviour with Diffusion Models ICLR 2023
Uni[MASK]: Unified Inference in Sequential Decision Problems NIPS 2022
Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency AAAI 2022
Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games IJCNLP 2021
Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games ACL 2021
Mastering Complex Control in MOBA Games with Deep Reinforcement Learning AAAI 2020
Adversarial Imitation Learning from Incomplete Demonstrations IJCAI 2019