Patrick Mannion
- Deep Reinforcement Learning for Autonomous Driving: A Survey
2020/02/02 by B Ravi Kiran, Ibrahim Sobh, Kiran, B Ravi +11 · 2 voices · 130 citations
Computer Science · #cs.LG #cs.AI #cs.RO
- Scalar reward is not enough: A response to Silver, Singh, Precup and Sutton (2021)
2021/11/25 by Peter Vamplew, Vamplew, Peter, Benjamin J. Smith +21 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Receptor Mechanisms and Signaling #Computational Drug Discovery Methods
- Exploring applications of deep reinforcement learning for real-world autonomous driving systems
2019/01/06 by Victor Talpaert, Ibrahim Sobh, Talpaert, Victor +11 · 4 citations
Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Real-time simulation and control systems #Reinforcement Learning in Robotics
- MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning
2024/07/23 by Florian Felten, Umut Ucak, Felten, Florian +23 · 1 voice · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #cs.AI #cs.GT #cs.MA
- Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning
2022/04/11 by Mathieu Reymond, Reymond, Mathieu, Conor F. Hayes +19 · 2 citations
Mathematics · Medicine · Psychology · #Artificial Intelligence (cs.AI) #COVID-19 and Mental Health #COVID-19 epidemiological studies #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Populations and Evolution (q-bio.PE) #Viral Infections and Outbreaks Research
- Monte Carlo Tree Search Algorithms for Risk-Aware and Multi-Objective Reinforcement Learning
2022/11/23 by Conor F. Hayes, Mathieu Reymond, Hayes, Conor F. +7 · 2 citations
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics
- Risk Aware and Multi-Objective Decision Making with Distributional Monte Carlo Tree Search
2021/02/01 by Conor F. Hayes, Mathieu Reymond, Hayes, Conor F. +7 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Simulation Techniques and Applications
- Plasma Membrane is Compartmentalized by a Self-Similar Cortical Actin Meshwork
2017/03/09 by Sanaz Sadegh, Jenny L. Higgins, Patrick Mannion +2 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · #Lipid Membrane Structure and Behavior #Cellular transport and secretion #Erythrocyte Function and Pathophysiology