James, Steven
- A Boolean Task Algebra for Reinforcement Learning
2020/01/06 by Geraud Nangue Tasse, Steven James, Tasse, Geraud Nangue +3 · 8 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
2023/10/25 by Michael Beukman, Beukman, Michael, Devon Jarvis +7 · 7 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- MinePlanner: A Benchmark for Long-Horizon Planning in Large Minecraft Worlds
2023/12/20 by Hill, William, Liu, Ireton, Koch, Anita De Mello +4 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning
2022/05/25 by Geraud Nangue Tasse, Tasse, Geraud Nangue, Devon Jarvis +5 · 3 citations
Computer Science · #Artificial Intelligence in Games #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure
2023/12/18 by Tristan Bester, Benjamin Rosman, Bester, Tristan +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #F.4 #FOS: Computer and information sciences #Formal Methods in Verification #I.2 #Machine Learning and Algorithms #Software Engineering Research
- Word2World: Generating Stories and Worlds through Large Language Models
2024/05/06 by Muhammad Umair Nasir, Nasir, Muhammad U., Steven James +3 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Learning Portable Representations for High-Level Planning
2019/05/28 by Steven James, Benjamin Rosman, James, Steven +3 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Topic Modeling
- Quantisation and Pruning for Neural Network Compression and\n Regularisation
2020/01/14 by Kimessha Paupamah, Paupamah, Kimessha, Steven James +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
- GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps
2024/10/10 by Muhammad Umair Nasir, Steven James, Nasir, Muhammad Umair +3 · 1 voice · 3 citations
#cs.CL #cs.AI
- Learning to Follow Language Instructions with Compositional Policies
2021/10/09 by Vanya Cohen, Geraud Nangue Tasse, Cohen, Vanya +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling