Douglas Aberdeen

569 total citations
17 papers, 250 citations indexed

About

Douglas Aberdeen is a scholar working on Artificial Intelligence, Computer Networks and Communications and Computer Vision and Pattern Recognition. According to data from OpenAlex, Douglas Aberdeen has authored 17 papers receiving a total of 250 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 6 papers in Computer Networks and Communications and 3 papers in Computer Vision and Pattern Recognition. Recurrent topics in Douglas Aberdeen's work include Reinforcement Learning in Robotics (10 papers), AI-based Problem Solving and Planning (8 papers) and Parallel Computing and Optimization Techniques (3 papers). Douglas Aberdeen is often cited by papers focused on Reinforcement Learning in Robotics (10 papers), AI-based Problem Solving and Planning (8 papers) and Parallel Computing and Optimization Techniques (3 papers). Douglas Aberdeen collaborates with scholars based in Australia, France and Switzerland. Douglas Aberdeen's co-authors include Olivier Buffet, Jonathan Baxter, Sylvie Thiébaux, Lin Zhang, Jin Yu, Nicol N. Schraudolph, Robert D. Edwards, Xinhua Zhang and S. V. N. Vishwanathan and has published in prestigious journals such as Artificial Intelligence, Concurrency and Computation Practice and Experience and ANU Open Research (Australian National University).

In The Last Decade

Douglas Aberdeen

14 papers receiving 208 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Douglas Aberdeen Australia	10	196	48	44	39	29	17	250
Jak Kirman United States	5	239 1.2×	60 1.3×	59 1.3×	35 0.9×	55 1.9×	6	293
Roberto Asín‐Achá Chile	8	73 0.4×	68 1.4×	74 1.7×	35 0.9×	35 1.2×	21	188
Mark A. Peot United States	8	188 1.0×	53 1.1×	20 0.5×	20 0.5×	18 0.6×	16	235
Yingke Chen China	9	121 0.6×	18 0.4×	53 1.2×	16 0.4×	66 2.3×	27	221
Carlos Mencía Spain	12	179 0.9×	66 1.4×	54 1.2×	45 1.2×	6 0.2×	28	362
Keith Golden United States	9	221 1.1×	86 1.8×	26 0.6×	13 0.3×	50 1.7×	16	318
Rich Washington United States	6	108 0.6×	48 1.0×	59 1.3×	7 0.2×	24 0.8×	8	195
Christian W. G. Lasarczyk Germany	5	173 0.9×	14 0.3×	116 2.6×	23 0.6×	14 0.5×	6	223
Yi-Qi Hu China	8	116 0.6×	9 0.2×	45 1.0×	27 0.7×	28 1.0×	13	178
Kevin Leahy United States	10	100 0.5×	62 1.3×	91 2.1×	6 0.2×	89 3.1×	20	224

Countries citing papers authored by Douglas Aberdeen

Since Specialization

Citations

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

Fields of papers citing papers by Douglas Aberdeen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Douglas Aberdeen

This figure shows the co-authorship network connecting the top 25 collaborators of Douglas Aberdeen. A scholar is included among the top collaborators of Douglas Aberdeen 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 Douglas Aberdeen. Douglas Aberdeen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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17 of 17 papers shown

Buffet, Olivier & Douglas Aberdeen. (2008). The factored policy-gradient planner. Artificial Intelligence. 173(5-6). 722–747. 25 indexed citations

Buffet, Olivier & Douglas Aberdeen. (2007). FF+FPG: guiding a policy-gradient planner. International Conference on Automated Planning and Scheduling. 61(5). 42–48. 13 indexed citations

Aberdeen, Douglas, et al.. (2007). Policy-gradients for PSRs and POMDPs. ANU Open Research (Australian National University). 3–10. 4 indexed citations

Aberdeen, Douglas & Olivier Buffet. (2007). Concurrent probabilistic temporal planning with policy-gradients. ANU Open Research (Australian National University). 10–17. 9 indexed citations

Zhang, Xinhua, Douglas Aberdeen, & S. V. N. Vishwanathan. (2007). Conditional random fields for multi-agent reinforcement learning. ANU Open Research (Australian National University). 1143–1150. 9 indexed citations

Buffet, Olivier & Douglas Aberdeen. (2006). Policy-gradient for robust planning. ANU Open Research (Australian National University). 1 indexed citations

Buffet, Olivier & Douglas Aberdeen. (2006). The factored policy gradient planner. ANU Open Research (Australian National University). 4 indexed citations

Aberdeen, Douglas & Olivier Buffet. (2005). Simulation methods for uncertain decision-theoretic planning. ANU Open Research (Australian National University).

Buffet, Olivier & Douglas Aberdeen. (2005). Robust planning with (L)RTDP. ANU Open Research (Australian National University). 1214–1219. 13 indexed citations

10.

Yu, Jin, Douglas Aberdeen, & Nicol N. Schraudolph. (2005). Fast Online Policy Gradient Learning with SMD Gain Vector Adaptation. Neural Information Processing Systems. 18. 1185–1192. 18 indexed citations

11.

Aberdeen, Douglas, et al.. (2005). Prottle: a probabilistic temporal planner. ANU Open Research (Australian National University). 1181–1186. 33 indexed citations

12.

Aberdeen, Douglas. (2005). Policy-Gradient Methods for Planning. ANU Open Research (Australian National University). 18. 9–16. 10 indexed citations

13.

Aberdeen, Douglas, Sylvie Thiébaux, & Lin Zhang. (2004). Decision-theoretic military operations planning. ANU Open Research (Australian National University). 402–411. 45 indexed citations

14.

Aberdeen, Douglas & Jonathan Baxter. (2002). Scalable Internal-State Policy-Gradient Methods for POMDPs. 3–10. 42 indexed citations

15.

Aberdeen, Douglas & Jonathan Baxter. (2001). Emmerald: a fast matrix–matrix multiply using Intel's SSE instructions. Concurrency and Computation Practice and Experience. 13(2). 103–119. 15 indexed citations

16.

Aberdeen, Douglas & Jonathan Baxter. (2000). General Matrix-Matrix Multiplication Using SIMD Features of the PIII (Research Note). 980–983. 1 indexed citations

17.

Aberdeen, Douglas, Jonathan Baxter, & Robert D. Edwards. (2000). 92¢ /MFlops/s, Ultra-Large-Scale Neural-Network Training on a PIII Cluster. Conference on High Performance Computing (Supercomputing). 44–44. 8 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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