Matthew E. Taylor
- Model-Invariant State Abstractions for Model-Based Reinforcement Learning
2021/02/19 by Manan Tomar, Tomar, Manan, Amy Zhang +7 · 4 citations
Computer Science · Physics and Astronomy · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #Robotics (cs.RO)
- PMIC: Improving Multi-Agent Reinforcement Learning with Progressive\n Mutual Information Collaboration
2022/03/16 by Pengyi Li, Li, Pengyi, Tang, Hongyao +16 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Insect and Arachnid Ecology and Behavior #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- AI-Assisted Peer Review at Scale: The AAAI-26 AI Review Pilot
2026/04/15 by Joydeep Biswas, Sheila Schoepp, Gautham Vasan +10 · 7 voices · 4 citations
#cs.AI
- Monitored Markov Decision Processes
2024/02/09 by Simone Parisi, Parisi, Simone, Montaser Mohammedalamen +7 · 4 citations
Business, Management and Accounting · Decision Sciences · #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation Techniques and Applications
- Maximum Reward Formulation In Reinforcement Learning
2020/10/08 by Sai Krishna Gottipati, Gottipati, Sai Krishna, Yashaswi Pathak +13 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Representations for Pixel-based Control: What Matters and Why?
2021/11/15 by Manan Tomar, Utkarsh Mishra, Tomar, Manan +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #Single-cell and spatial transcriptomics
- Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning
2023/02/13 by Bram Grooten, Grooten, Bram, Ghada Sokar +11 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition
2019/04/20 by Chao Gao, Pablo Hernández-Leal, Gao, Chao +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent\n Learning Systems
2021/02/15 by Yaodong Yang, Jun Luo, Yang, Yaodong +13 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Using PCA to Efficiently Represent State Spaces
2015/05/02 by William J. Curran, Curran, William, Tim Brys +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Video Occupancy Models
2024/06/25 by Manan Tomar, Tomar, Manan, Philippe Hansen-Estruch +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment
- Can You Improve My Code? Optimizing Programs with Local Search
2023/07/10 by Fatemeh Abdollahi, Abdollahi, Fatemeh, Saqib Ameen +5 · 1 citation
Computer Science · Psychology · #Artificial Intelligence in Games #Educational Games and Gamification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Spreadsheets and End-User Computing
- LaFFi: Leveraging Hybrid Natural Language Feedback for Fine-tuning Language Models
2023/12/31 by Qianxi Li, Yingyue Cao, Li, Qianxi +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning
2024/04/30 by Calarina Muslimani, Matthew E. Taylor, Muslimani, Calarina +1 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO) #Smart Grid Energy Management #Traffic control and management
- Agent Modeling as Auxiliary Task for Deep Reinforcement Learning
2019/07/22 by Pablo Hernández-Leal, Hernandez-Leal, Pablo, Bilal Kartal +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- An LLM-Guided Tutoring System for Social Skills Training
2025/01/16 by Michael Guevarra, Indronil Bhattacharjee, Guevarra, Michael +11 · 1 citation
Computer Science · #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)