Sullivan, Ryan

1. PettingZoo: Gym for Multi-Agent Reinforcement Learning
   2020/09/30 by Justin K. Terry, Benjamin Black, Terry, J. K. +23 · 27 citations
   Computer Science · #Reinforcement Learning in Robotics #Artificial Intelligence in Games #Evolutionary Algorithms and Applications
2. Conditional Language Policy: A General Framework for Steerable Multi-Objective Finetuning
   2024/07/22 by Kaiwen Wang, Rahul Kidambi, Wang, Kaiwen +36 · 8 citations
   Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Linguistic research and analysis #Machine Learning (cs.LG) #Natural Language Processing Techniques #Syntax, Semantics, Linguistic Variation
3. Robust Multi-Objective Preference Alignment with Online DPO
   2025/03/01 by Gupta, Raghav, Sullivan, Ryan, Li, Yunxuan +2 · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning
   2024/02/05 by Huang, Shengyi, Gallouédec, Quentin, Felten, Florian +30 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Neural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning
   2023/11/07 by Suárez, Joseph, Isola, Phillip, Choe, Kyoung Whan +15 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
6. Gradient Informed Proximal Policy Optimization
   2023/12/14 by Sanghyun Son, Laura Zheng, Son, Sanghyun +7 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Age of Information Optimization
7. MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning
   2022/05/03 by Dongnan Liu, Mariano Cabezas, Liu, Dongnan +35 · 1 citation
   Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Cutaneous Melanoma Detection and Management #Gene expression and cancer classification
8. Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks
   2023/10/26 by Ryan Sullivan, Akarsh Kumar, Sullivan, Ryan +7 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics