Peter Stone

29.0k citations
447 papers · 13.7k · 4 hit papers · h-index 56

Impact in

    • Reinforcement Learning in Robotics
    • Evolutionary Algorithms and Applications
    • Multi-Agent Systems and Negotiation
    • Transportation Planning and Optimization

Papers in

Peter Stone

430 papers receiving 12.8k citations

Peter Stone's Hit Papers

Motion planning and control for mobile robot navigation using machine learning: a survey 2022 · 141 citations
1410+8+17Years since publication250500750

Peers

Peter Stone
Comparison fields: 5 of 176
  • Artificial Intelligence 7.2k
  • Transportation 1.4k
  • Control and Systems Engineering 4.0k
  • Automotive Engineering 1.9k
  • Management Science and Operations Research 1.5k
Replace Georg Ostrovski with:
Georg Ostrovski United Kingdom
Marc G. Bellemare United States
Andreas Fidjeland United Kingdom
Shane Legg Switzerland
Volodymyr Mnih United States
Joel Veness Canada
Pieter Abbeel United States
Andrei A. Rusu United Kingdom
Daan Wierstra Switzerland
Andy Barto
Peter Stone relative to Georg Ostrovski United Kingdom Georg Ostrovski's profile →
Citations per field
00.5×3.5×
Georg Ostrovski · 1×
Citations per year

Countries citing papers authored by Peter Stone

Since Specialization
Citations

This map shows the geographic impact of Peter Stone's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Peter Stone with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peter Stone more than expected).

Fields of papers citing papers by Peter Stone

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Peter Stone. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Peter Stone. The network helps show where Peter Stone may publish in the future.

Co-authors

The 25 scholars most cited alongside Peter Stone, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Peter Stone Line = papers co-authored together Peter Stone links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 447 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Transfer Learning for Reinforcement Learning Domains: A Survey
Hit paper breakdown →
2009914
2
A Multiagent Approach to Autonomous Intersection Management
Hit paper breakdown →
2008905
3
Multiagent Systems: A Survey from a Machine Learning Perspective
Hit paper breakdown →
2000669
4 2004349
5 2004334
6 1999259
7 2005254
8 2009236
9 2018217
10 2010190
11 2013178
12 2000171
13
Evolutionary Function Approximation for Reinforcement Learning
2006150
14 2011147
15
Motion planning and control for mobile robot navigation using machine learning: a survey
Hit paper breakdown →
2022141
16 2007127
17
Layered Learning in Multiagent Systems: A Winning Approach to Robotic Soccer
2000111
18 2007110
19
Scaling Reinforcement Learning toward RoboCup Soccer
2001101
20 200697

About Peter Stone

Peter Stone is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Control and Systems Engineering, Management Science and Operations Research and Computer Networks and Communications, having authored 447 papers that have together received 13.7k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (182 papers), Robotic Path Planning Algorithms (64 papers), Multi-Agent Systems and Negotiation (53 papers), Evolutionary Algorithms and Applications (46 papers), Robot Manipulation and Learning (43 papers), Auction Theory and Applications (38 papers), Traffic control and management (36 papers) and Modular Robots and Swarm Intelligence (30 papers). The work is most often cited by research in Artificial Intelligence (7.2k citations), Transportation (1.4k citations), Control and Systems Engineering (4.0k citations), Automotive Engineering (1.9k citations) and Management Science and Operations Research (1.5k citations). Peter Stone has collaborated with scholars based in United States, United Kingdom and Israel. Frequent co-authors include Kurt Dresner, Matthew E. Taylor, Manuela Veloso, W. Bradley Knox, Nate Kohl, Shimon Whiteson, Tsz-Chiu Au, Xuesu Xiao, Garrett Warnell and Todd Hester. Their work appears in journals such as Artificial Intelligence, IEEE Robotics and Automation Letters, Autonomous Agents and Multi-Agent Systems, Autonomous Robots and AI Magazine.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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