Giuseppe Paolo

1. Solving a Million-Step LLM Task with Zero Errors
   2025/11/12 by Elliot Meyerson, Giuseppe Paolo, Meyerson, Elliot +15 · 25 voices · 3 citations
   Computer Science · #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning #Topic Modeling
2. Kolb-Based Experiential Learning for Generalist Agents with Human-Level Kaggle Data Science Performance
   2024/11/05 by Antoine Grosnit, Alexandre Maraval, Grosnit, Antoine +36 · 4 voices · 6 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.LG
3. Virtual-to-real Deep Reinforcement Learning: Continuous Control of Mobile Robots for Mapless Navigation
   2017/03/01 by Lei Tai, Giuseppe Paolo, Tai, Lei +3 · 23 citations
   Computer Science · Engineering · #Robotic Path Planning Algorithms #Robotic Locomotion and Control #Reinforcement Learning in Robotics
4. SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
   2024/02/15 by Romain Ilbert, Ilbert, Romain, Ambroise Odonnat +11 · 22 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
5. A Data-driven Model for Interaction-aware Pedestrian Motion Prediction\n in Object Cluttered Environments
   2017/09/25 by Mark Pfeiffer, Giuseppe Paolo, Pfeiffer, Mark +9 · 2 citations
   Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics (cs.RO) #Video Surveillance and Tracking Methods
6. Discovering and Exploiting Sparse Rewards in a Learned Behavior Space
   2021/11/02 by Giuseppe Paolo, Paolo, Giuseppe, Coninx, Miranda +4 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Robotics (cs.RO)
7. AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting
   2025/02/14 by Abdelhakim Benechehab, Vasilii Feofanov, Benechehab, Abdelhakim +9 · 4 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
8. TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning
   2025/02/21 by Giuseppe Paolo, Abdelhakim Benechehab, Paolo, Giuseppe +7 · 1 citation
   Business, Management and Accounting · Computer Science · #Supply Chain and Inventory Management #Reinforcement Learning in Robotics