Generating Diverse Cooperative Agents by Learning Incompatible Policies R Charakorn, P Manoonpong, N Dilokthanakul International Conference on Learning Representations (ICLR'23), 𝐒𝐩𝐨𝐭𝐥𝐢𝐠𝐡𝐭, 2023 | 27 | 2023 |
Investigating Partner Diversification Methods in Cooperative Multi-agent Deep Reinforcement Learning R Charakorn, P Manoonpong, N Dilokthanakul International Conference on Neural Information Processing, 395-402, 2020 | 22 | 2020 |
An explicit local and global representation disentanglement framework with applications in deep clustering and unsupervised object detection R Charakorn, Y Thawornwattana, S Itthipuripat, N Pawlowski, ... arXiv preprint arXiv:2001.08957, 2020 | 16 | 2020 |
Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning S Huang, Q Gallouédec, F Felten, A Raffin, RFJ Dossa, Y Zhao, ... arXiv preprint arXiv:2402.03046, 2024 | 7 | 2024 |
Learning to Cooperate with Unseen Agents Through Meta-Reinforcement Learning R Charakorn, P Manoonpong, N Dilokthanakul International Conference on Autonomous Agents and MultiAgent Systems (AAMAS …, 2021 | 7 | 2021 |
TDD Without Tears: Towards Test Case Generation from Requirements through Deep Reinforcement Learning W Takerngsaksiri, R Charakorn, C Tantithamthavorn, YF Li arXiv preprint arXiv:2401.07576, 2024 | 4 | 2024 |
Instant Transformer Adaption via HyperLoRA R Charakorn, E Cetin, Y Tang, RT Lange AFM Workshop at NeurIPS'24, 2024 | 2 | 2024 |
Pytester: Deep Reinforcement Learning for Text-to-Testcase Generation W Takerngsaksiri, R Charakorn, C Tantithamthavorn, YF Li Available at SSRN 4736450, 0 | 1 | |
BAMS: Binary Sequence-Augmented Spectrogram with Self-Attention Deep Learning for Human Activity Recognition N Sricom, R Charakorn, P Manoonpong, T Limpiti 2024 IEEE 20th International Conference on Body Sensor Networks (BSN), 1-4, 2024 | | 2024 |
Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners R Charakorn, P Manoonpong, N Dilokthanakul The Annual Conference on Neural Information Processing Systems (NeurIPS'24), 2024 | | 2024 |
Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform S Huang, J Weng, R Charakorn, M Lin, Z Xu, S Ontañón International Conference on Learning Representations (ICLR'24), 2023 | | 2023 |