Hayes, Conor F.
- Solving a Million-Step LLM Task with Zero Errors
2025/11/12 by Elliot Meyerson, Meyerson, Elliot, Giuseppe Paolo +15 · 25 voices · 3 citations
Computer Science · #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning #Topic Modeling
- 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 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Receptor Mechanisms and Signaling #Computational Drug Discovery Methods
- Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning
2025/09/29 by Xin Qiu, Yulu Gan, Qiu, Xin +15 · 6 voices · 3 citations
Computer Science · #Evolutionary Algorithms and Applications #cs.AI #cs.LG #cs.NE
- Deep Symbolic Optimization: Reinforcement Learning for Symbolic Mathematics
2025/05/16 by Conor Hayes, Felipe Leno da Silva, Hayes, Conor F. +33 · 1 voice · 1 citation
Materials Science · Computer Science · #Machine Learning in Materials Science #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications
- 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, Hayes, Conor F., Mathieu Reymond +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, Hayes, Conor F., Mathieu Reymond +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
- From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models
2024/06/14 by Eleni Nisioti, Claire Glanois, Nisioti, Eleni +17 · 2 citations
Computer Science · #Topic Modeling
- Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning
2024/02/05 by Vamplew, Peter, Foale, Cameron, Hayes, Conor F. +9 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)