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Steven James — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Steven James
15
papers ·
32
citations ·
32
h-index
University of the Witwatersrand
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Boolean Task Algebra for Reinforcement Learning
2020 · 12 citations
Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning
2022 · 2 citations
World Value Functions: Knowledge Representation for Learning and Planning
2022 · 1 citations
ROSARL: Reward-Only Safe Reinforcement Learning
2023 · 1 citations
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
2023 · 1 citations
Compositional Instruction Following with Language Models and Reinforcement Learning
2025
World Value Functions: Knowledge Representation for Multitask Reinforcement Learning
2022
Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure
2023
Top co-authors
Benjamin Rosman
· 8
Geraud Nangue Tasse
· 7
Devon Jarvis
· 2
Mark Nemecek
· 1
Matthew Gombolay
· 1
Michael Beukman
· 1
Nakul Gopalan
· 1
Ray Mooney
· 1
Richard Klein
· 1
Tamlin Love
· 1
Tristan Bester
· 1
Vanya Cohen
· 1
Topics
Meta-RL
Model-Based RL
Value-Based
Exploration
Game AI
RLHF & Alignment
Multi-Agent
Safe RL