Tan, Chi Jie and Hayashi, Eiji and Mowshowitz, Abbe and Lim, Way Soong (2026) Hybrid LLM-Genetic Programming: Supervising and Generating Diverse Behavior Trees for Autonomous Robot Evolution. Robotics, 15 (5). p. 98. ISSN 2218-6581

Tan, Chi Jie and Munjer, M.A. and Hayashi, Eiji and Lim, Way Soong and Mowshowitz, Abbe Evolutionary Behavior Tree Synthesis for MultiObjective Autonomous Beach Cleaning Robot Using Genetic Programming with Behavioral Elitism. Journal of Robotics and Control (JRC), 7 (3). pp. 3828-3847. ISSN 27155056

Chi, Jie Tan and Munjer, M.A. and Pan, Wei Zheng and Hayashi, Eiji and Way, Soong Lim LLM-Supervised Adaptive Mutation Control for Evolutionary Behavior Tree Optimization in Multi-Objective Coastal Cleanup Robotics. Journal of Robotics, Networking and Artificial Life, 11 (4). pp. 291-298. ISSN 2352-6386