Jonathan Sorg

690 total citations
8 papers, 357 citations indexed

About

Jonathan Sorg is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications. According to data from OpenAlex, Jonathan Sorg has authored 8 papers receiving a total of 357 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Artificial Intelligence, 3 papers in Management Science and Operations Research and 2 papers in Computer Networks and Communications. Recurrent topics in Jonathan Sorg's work include Reinforcement Learning in Robotics (7 papers), Machine Learning and Algorithms (3 papers) and Optimization and Search Problems (2 papers). Jonathan Sorg is often cited by papers focused on Reinforcement Learning in Robotics (7 papers), Machine Learning and Algorithms (3 papers) and Optimization and Search Problems (2 papers). Jonathan Sorg collaborates with scholars based in United States and Israel. Jonathan Sorg's co-authors include Richard L. Lewis, Satinder Singh, Andrew G. Barto and Satinder Singh and has published in prestigious journals such as Neural Information Processing Systems, International Conference on Machine Learning and Proceedings of the AAAI Conference on Artificial Intelligence.

In The Last Decade

Jonathan Sorg

8 papers receiving 338 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Jonathan Sorg United States	8	232	79	53	35	34	8	357
Norberto Eiji Nawa Japan	11	194 0.8×	75 0.9×	44 0.8×	41 1.2×	34 1.0×	31	401
Todd Peterson United States	9	240 1.0×	103 1.3×	21 0.4×	28 0.8×	33 1.0×	18	414
Carlos Diuk United States	10	348 1.5×	214 2.7×	87 1.6×	27 0.8×	44 1.3×	16	624
Ari Weinstein United States	9	158 0.7×	113 1.4×	38 0.7×	11 0.3×	22 0.6×	14	359
Joscha Bach Germany	6	133 0.6×	50 0.6×	18 0.3×	37 1.1×	14 0.4×	13	227
Antonio Lieto Italy	14	402 1.7×	82 1.0×	17 0.3×	52 1.5×	34 1.0×	84	611
Jung‐Ying Wang Taiwan	12	94 0.4×	99 1.3×	13 0.2×	43 1.2×	19 0.6×	25	484
Ruiji Sun United States	10	183 0.8×	32 0.4×	23 0.4×	29 0.8×	27 0.8×	28	306
Paul Bello United States	12	199 0.9×	157 2.0×	19 0.4×	33 0.9×	11 0.3×	53	445
Mathieu Koppen Netherlands	12	318 1.4×	166 2.1×	38 0.7×	88 2.5×	10 0.3×	27	627

Countries citing papers authored by Jonathan Sorg

Since Specialization

Citations

This map shows the geographic impact of Jonathan Sorg'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 Jonathan Sorg with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jonathan Sorg more than expected).

Fields of papers citing papers by Jonathan Sorg

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jonathan Sorg. 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 Jonathan Sorg. The network helps show where Jonathan Sorg may publish in the future.

Co-authorship network of co-authors of Jonathan Sorg

This figure shows the co-authorship network connecting the top 25 collaborators of Jonathan Sorg. A scholar is included among the top collaborators of Jonathan Sorg based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jonathan Sorg. Jonathan Sorg is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

8 of 8 papers shown

1.

Singh, Satinder, et al.. (2012). Strong mitigation: nesting search for good policies within search for good reward. Adaptive Agents and Multi-Agents Systems. 407–414. 11 indexed citations

2.

Sorg, Jonathan, Satinder Singh, & Richard L. Lewis. (2011). Optimal Rewards versus Leaf-Evaluation Heuristics in Planning Agents. Proceedings of the AAAI Conference on Artificial Intelligence. 25(1). 465–470. 12 indexed citations

3.

Sorg, Jonathan, Satinder Singh, & Richard L. Lewis. (2010). Variance-based rewards for approximate Bayesian reinforcement learning. Uncertainty in Artificial Intelligence. 564–571. 15 indexed citations

4.

Sorg, Jonathan, Satinder Singh, & Richard L. Lewis. (2010). Internal Rewards Mitigate Agent Boundedness. International Conference on Machine Learning. 1007–1014. 30 indexed citations

5.

Sorg, Jonathan, Richard L. Lewis, & Satinder Singh. (2010). Reward Design via Online Gradient Ascent. Neural Information Processing Systems. 23. 2190–2198. 38 indexed citations

6.

Sorg, Jonathan & Satinder Singh. (2010). Linear options. Adaptive Agents and Multi-Agents Systems. 31–38. 9 indexed citations

7.

Singh, Satinder, Richard L. Lewis, Andrew G. Barto, & Jonathan Sorg. (2010). Intrinsically Motivated Reinforcement Learning: An Evolutionary Perspective. 2(2). 70–82. 221 indexed citations

8.

Sorg, Jonathan & Satinder Singh. (2009). Transfer via soft homomorphisms. Adaptive Agents and Multi-Agents Systems. 24(3). 741–748. 21 indexed citations

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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