Marc G. Bellemare

35.7k citations
36 papers · 19.6k indexed · 5 hit papers · h-index 16
Topics
Reinforcement Learning in Robotics (24 papers)Evolutionary Algorithms and Applications (10 papers)Artificial Intelligence in Games (8 papers)

In The Last Decade

Marc G. Bellemare

33 papers receiving 18.8k citations

Hit Papers

Human-level control through deep reinforcement learning2015202620182022201520182018201820165.0k10.0k15.0k

Peers

Marc G. Bellemare
Comparison fields: 5 of 202
  • Artificial Intelligence 8.6k
  • Electrical and Electronic Engineering 4.1k
  • Computer Networks and Communications 3.7k
  • Control and Systems Engineering 3.6k
  • Computer Vision and Pattern Recognition 3.1k
Replace Georg Ostrovski with:
Georg Ostrovski United Kingdom
Volodymyr Mnih United States
Stig Petersen United Kingdom
Andrei A. Rusu United Kingdom
Andreas Fidjeland United Kingdom
Shane Legg Switzerland
Joel Veness Canada
Martin Riedmiller Germany
Timothy Lillicrap United States
Daan Wierstra Switzerland
Marc G. Bellemare relative to Georg Ostrovski United Kingdom Georg Ostrovski's profile →
Citations per field
00.5×1.5×
Georg Ostrovski · 1×
Citations per year

Countries citing papers authored by Marc G. Bellemare

Since Specialization
Citations

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

Fields of papers citing papers by Marc G. Bellemare

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marc G. Bellemare. 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 Marc G. Bellemare. The network helps show where Marc G. Bellemare may publish in the future.

Co-authorship network of co-authors of Marc G. Bellemare

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

All Works

20 of 20 papers shown
#WorkIndexed citations
1 34
2 0
3
Metrics and continuity in reinforcement learning
3
4 3
5 164
6
Temporally Extended Metrics for Markov Decision Processes.
1
7
A Geometric Perspective on Optimal Representations for Reinforcement Learning
8
8 100
9 13
10
An Analysis of Categorical Distributional Reinforcement Learning
4
11
An Introduction to Deep Reinforcement Learningbreakdown →
811
12
Count-based exploration with neural density models
43
13
Unifying count-based exploration and intrinsic motivationbreakdown →
280
14
Human-level control through deep reinforcement learningbreakdown →
17153
15
Count-based frequency estimation with bounded memory
0
16
Skip Context Tree Switching
10
17
Bayesian Learning of Recursively Factored Environments
10
18
Sketch-Based Linear Value Function Approximation
11
19
Context-driven predictions
1
20 38

About Marc G. Bellemare

Marc G. Bellemare is a scholar working on Artificial Intelligence, Structural Biology and Management Science and Operations Research, having authored 36 papers that have together received 19.6k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (24 papers), Evolutionary Algorithms and Applications (10 papers) and Artificial Intelligence in Games (8 papers). The work is most often cited by research in Artificial Intelligence (8.6k citations), Automotive Engineering (2.0k citations) and Computer Networks and Communications (3.7k citations). Marc G. Bellemare has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include Georg Ostrovski, Joel Veness, Charles Beattie, Dharshan Kumaran, Martin Riedmiller, Ioannis Antonoglou, Stig Petersen, Demis Hassabis, Alex Graves and David Silver. Their work appears in journals such as Nature, Artificial Intelligence and Drug and Alcohol Dependence.

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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