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Improving Environment Novelty Quantification for Effective Unsupervised Environment Design
Jayden Teoh Jing Xiang*, Wenjun Li*, Pradeep Varakantham
Advances in Neural Information Processing Systems (NeurIPS), 2024 (Oral)
(Paper) (Code Releasing Soon)
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Facilitating Human-Wildlife Cohabitation through Conflict Prediction
Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe
Association for the Advancement of Artificial Intelligence (AAAI), 2022
(Paper)
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Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger
Wenjun Li, Dexun Li, Kuicai Dong, Cong Zhang, Hao Zhang, Weiwen Liu, Yasheng Wang, Ruiming Tang, Yong Liu
(Paper Releasing Soon)
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Unlocking the Planning Capabilities of Large Language Models with Maximum Diversity Fine-tuning
Wenjun Li, Changyu Chen, Pradeep Varakantham
(Paper)
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RL as a Surrogate: Teacher Algorithms for Human Learning
Wenjun Li*, Sidney Tio*, Ramesha Karusena, Jimmy Ho, Pradeep Varakantham
(Paper Releasing Soon)
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Marginal Benefit Driven RL Teacher for Unsupervised Environment Design
Dexun Li, Wenjun Li, Pradeep Varakantham
(ArXiv)
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Generalizable Policy through Diversity: Improving Unsupervised Environment Design
Wenjun Li, Pradeep Varakantham, Dexun Li
Workshop on Environment Generation for Generalizable Robots, Robotics: Science and Systems (RSS), 2023
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Huawei Noah's Ark Lab - Intern, Search and Recommendation Lab - (2024)
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Geely - Intern, Algorithm Engineer - (2019)
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Singapore Management University - Ph.D. in Compute Science - (2020.08-)
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University of Southern California - MSc in Eletrical Engineering - (2018.08-2020.05)
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China Jiliang University - BSc in Optoelectronic Information Science and Engineering - (2014.09-2018.06)
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