Robert Givan
- Artificial Intelligence top 0.5%
- AI-based Problem Solving and Planning 16
- Reinforcement Learning in Robotics 13
- Bayesian Modeling and Causal Inference 9
- Logic, Reasoning, and Knowledge 9
- Machine Learning and Algorithms 8
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- Network Traffic and Congestion Control 11
- Constraint Satisfaction and Optimization 7
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- Formal Methods in Verification 11
- Software top 5%
- Co-authors
- Alan FernShlomo ZilbersteinDaniel S. BernsteinNeil ImmermanThomas DeanSung‐Wook YoonEdwin K. P. ChongSonia M. Leach
- Cited by
- Artificial IntelligenceManagement Science and Operations ResearchComputer Networks and Communications
- Journals
- Artificial Intelligence (4 papers)Computer Networks (2 papers)Journal of Artificial Intelligence Research (2 papers)
- Partner nations
- United StatesBelgiumSouth Korea
In The Last Decade
Robert Givan
51 papers receiving 2.1k citations
Hit Papers
Peers
Comparison fields: 5 of 93
- Artificial Intelligence 1.7k
- Management Science and Operations Research 337
- Computer Networks and Communications 538
- Computational Theory and Mathematics 360
- Software 85
Countries citing papers authored by Robert Givan
This map shows the geographic impact of Robert Givan'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 Robert Givan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert Givan more than expected).
Fields of papers citing papers by Robert Givan
This network shows the impact of papers produced by Robert Givan. 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 Robert Givan. The network helps show where Robert Givan may publish in the future.
Co-authorship network
The 24 scholars most cited alongside Robert Givan, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Probabilistic planning via determinization in hindsight | 2008 | 81 |
| 2 | Using learned policies in heuristic-search planning | 2007 | 13 |
| 3 | FF-Replan: a baseline for probabilistic planning | 2007 | 155 |
| 4 | Relational State-Space Feature Learning and Its Applications in Planning. | 2007 | 1 |
| 5 | Discovering relational domain features for probabilistic planning | 2007 | 6 |
| 6 | Learning heuristic functions from relaxed plans | 2006 | 24 |
| 7 | Learning measures of progress for planning domains | 2005 | 11 |
| 8 | Simultaneous heuristic search for conjunctive subgoals | 2005 | 2 |
| 9 | Learning domain-specific control knowledge from random walks | 2004 | 38 |
| 10 | Approximate Policy Iteration with a Policy Language Bias | 2003 | 50 |
| 11 | 2002 | 4 | |
| 12 | 2002 | 12 | |
| 13 | On-line scheduling via sampling | 2000 | 43 |
| 14 | Online Ensemble Learning: An Empirical Study | 2000 | 16 |
| 15 | Solving stochastic planning problems with large state and action spaces | 1998 | 10 |
| 16 | Model minimization in Markov decision processes | 1997 | 108 |
| 17 | Model minimization, regression, and propositional STRIPS planning | 1997 | 8 |
| 18 | Obvious properties of computer programs | 1997 | 0 |
| 19 | New Results on Local Inference Relations. | 1992 | 18 |
| 20 | Natural Language Based Inference Procedures Applied to Schubert''s Steamroller | 1991 | 46 |
About Robert Givan
Robert Givan is a scholar working on Artificial Intelligence, Computer Networks and Communications and Computational Theory and Mathematics, having authored 54 papers that have together received 2.3k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (16 papers), Reinforcement Learning in Robotics (13 papers), Network Traffic and Congestion Control (11 papers), Formal Methods in Verification (11 papers), Bayesian Modeling and Causal Inference (9 papers), Logic, Reasoning, and Knowledge (9 papers), Machine Learning and Algorithms (8 papers) and Constraint Satisfaction and Optimization (7 papers). The work is most often cited by research in Artificial Intelligence (1.7k citations), Management Science and Operations Research (337 citations) and Computer Networks and Communications (538 citations). Robert Givan has collaborated with scholars based in United States, Belgium and South Korea. Frequent co-authors include Alan Fern, Shlomo Zilberstein, Daniel S. Bernstein, Neil Immerman, Thomas Dean, Sung‐Wook Yoon, Edwin K. P. Chong, Sonia M. Leach, David McAllester and Matthew Greig. Their work appears in journals such as Artificial Intelligence, Computer Networks, Journal of Artificial Intelligence Research, Queueing Systems and IEEE Transactions on Automatic Control.
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.