Investigating Partner Diversification Methods in Cooperative Multi-agent Deep Reinforcement Learning. - Rujikorn Charakorn; Poramate Manoonpong; Nat Dilokthanakul (ICONIP (5), 2020)

An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection. - Rujikorn Charakorn; Yuttapong Thawornwattana; Sirawaj Itthipuripat; Nick Pawlowski; Poramate Manoonpong; Nat Dilokthanakul (CoRR, 2020)

Learning to Cooperate with Unseen Agents Through Meta-Reinforcement Learning. - Rujikorn Charakorn; Poramate Manoonpong; Nat Dilokthanakul (AAMAS, 2021)

Learning to Cooperate with Unseen Agent via Meta-Reinforcement Learning. - Rujikorn Charakorn; Poramate Manoonpong; Nat Dilokthanakul (CoRR, 2021)

Generating Diverse Cooperative Agents by Learning Incompatible Policies. - Rujikorn Charakorn; Poramate Manoonpong; Nat Dilokthanakul (ICLR, 2023)

BAMS: Binary Sequence-Augmented Spectrogram with Self-Attention Deep Learning for Human Activity Recognition. - Natchaya Sricom; Rujikorn Charakorn; Poramate Manoonpong; Tulaya Limpiti (BSN, 2024)

Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform. - Shengyi Huang; Jiayi Weng; Rujikorn Charakorn; Min Lin; Zhongwen Xu; Santiago Ontañón (ICLR, 2024)

Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners. - Rujikorn Charakorn; Poramate Manoonpong; Nat Dilokthanakul (NeurIPS, 2024)

TDD Without Tears: Towards Test Case Generation from Requirements through Deep Reinforcement Learning. - Wannita Takerngsaksiri; Rujikorn Charakorn; Chakkrit Tantithamthavorn; Yuan-Fang Li (CoRR, 2024)

Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning. - Shengyi Huang; Quentin Gallouédec; Florian Felten; Antonin Raffin; Rousslan Fernand Julien Dossa; Yanxiao Zhao; Ryan Sullivan; Viktor Makoviychuk; Denys Makoviichuk; Mohamad H. Danesh; Cyril Roumégous; Jiayi Weng; et al. (CoRR, 2024)

Pytester: Deep reinforcement learning for text-to-testcase generation. - Wannita Takerngsaksiri; Rujikorn Charakorn; Chakkrit Tantithamthavorn; Yuan-Fang Li (J. Syst. Softw., 2025)

From Grunts to Grammar: Emergent Language from Cooperative Foraging. - Maytus Piriyajitakonkij; Rujikorn Charakorn; Weicheng Tao; Wei Pan 004; Mingfei Sun 001; Cheston Tan; Mengmi Zhang (CoRR, 2025)

Text-to-LoRA: Instant Transformer Adaption. - Rujikorn Charakorn; Edoardo Cetin; Yujin Tang; Robert Tjarko Lange (CoRR, 2025)