Dimitri P. Bertsekas
Orcid: 0000-0001-6909-7208Affiliations:
- MIT, Cambridge, USA
According to our database1,
Dimitri P. Bertsekas
authored at least 142 papers
between 1971 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 1984, "For contributions to optimization, data communication networks, and distributed control".
Timeline
1975
1980
1985
1990
1995
2000
2005
2010
2015
2020
0
1
2
3
4
5
6
7
8
2
5
3
4
3
3
4
3
2
3
7
1
2
1
4
2
1
1
4
1
1
1
2
1
3
3
2
1
3
3
5
4
7
4
6
1
2
3
1
1
1
2
1
1
1
2
2
1
1
2
2
1
1
1
1
1
2
1
1
1
1
1
1
1
1
1
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
-
on id.loc.gov
-
on d-nb.info
-
on web.mit.edu
-
on isni.org
On csauthors.net:
Bibliography
2024
Multiagent Reinforcement Learning: Rollout and Policy Iteration for POMDP With Application to Multirobot Problems.
IEEE Trans. Robotics, 2024
Superior Computer Chess with Model Predictive Control, Reinforcement Learning, and Rollout.
CoRR, 2024
Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming.
CoRR, 2024
An Approximate Dynamic Programming Framework for Occlusion-Robust Multi-Object Tracking.
CoRR, 2024
Most Likely Sequence Generation for n-Grams, Transformers, HMMs, and Markov Chains, by Using Rollout Algorithms.
CoRR, 2024
Approximate Multiagent Reinforcement Learning for On-Demand Urban Mobility Problem on a Large Map.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
2023
Approximate Multiagent Reinforcement Learning for On-Demand Urban Mobility Problem on a Large Map (extended version).
CoRR, 2023
Multiagent Reinforcement Learning for Autonomous Routing and Pickup Problem with Adaptation to Variable Demand.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the IEEE Conference on Games, 2023
2022
INFORMS J. Comput., 2022
Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation.
CoRR, 2022
CoRR, 2022
New Auction Algorithms for Path Planning, Network Transport, and Reinforcement Learning.
CoRR, 2022
2021
IEEE CAA J. Autom. Sinica, 2021
Distributed Asynchronous Policy Iteration for Sequential Zero-Sum Games and Minimax Control.
CoRR, 2021
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
Reinforcement Learning for POMDP: Partitioned Rollout and Policy Iteration With Application to Autonomous Sequential Repair Problems.
IEEE Robotics Autom. Lett., 2020
Multiagent Value Iteration Algorithms in Dynamic Programming and Reinforcement Learning.
CoRR, 2020
Constrained Multiagent Rollout and Multidimensional Assignment with the Auction Algorithm.
CoRR, 2020
Multiagent Rollout and Policy Iteration for POMDP with Application to Multi-Robot Repair Problems.
Proceedings of the 4th Conference on Robot Learning, 2020
2019
IEEE Trans. Autom. Control., 2019
Feature-based aggregation and deep reinforcement learning: a survey and some new implementations.
IEEE CAA J. Autom. Sinica, 2019
Biased Aggregation, Rollout, and Enhanced Policy Improvement for Reinforcement Learning.
CoRR, 2019
2018
IEEE Trans. Autom. Control., 2018
SIAM J. Control. Optim., 2018
Proximal algorithms and temporal difference methods for solving fixed point problems.
Comput. Optim. Appl., 2018
2017
IEEE Trans. Neural Networks Learn. Syst., 2017
2016
SIAM J. Optim., 2016
Proximal Algorithms and Temporal Differences for Large Linear Systems: Extrapolation, Approximation, and Simulation.
CoRR, 2016
2015
Math. Program., 2015
A Mixed Value and Policy Iteration Method for Stochastic Control with Universally Measurable Policies.
Math. Oper. Res., 2015
Incremental Gradient, Subgradient, and Proximal Methods for Convex Optimization: A Survey.
CoRR, 2015
CoRR, 2015
CoRR, 2015
2014
Stabilization of Stochastic Iterative Methods for Singular and Nearly Singular Linear Systems.
Math. Oper. Res., 2014
2013
Math. Oper. Res., 2013
Ann. Oper. Res., 2013
2012
Math. Oper. Res., 2012
2011
IEEE Trans. Autom. Control., 2011
SIAM J. Optim., 2011
Math. Program., 2011
2010
Math. Oper. Res., 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
IEEE Trans. Autom. Control., 2009
Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2009
Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2009
2008
Math. Oper. Res., 2008
Proceedings of the Recent Advances in Reinforcement Learning, 8th European Workshop, 2008
2007
Erratum to "Comments on 'Coordination of Groups of Mobile Autonomous Agents Using Nearest Neighbor Rules'".
IEEE Trans. Autom. Control., 2007
Comments on "Coordination of Groups of Mobile Autonomous Agents Using Nearest Neighbor Rules".
IEEE Trans. Autom. Control., 2007
IEEE Trans. Autom. Control., 2007
2006
Proceedings of the Operations Research, 2006
2005
Eur. J. Control, 2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
Athena Scientific, ISBN: 1886529264, 2005
2004
The relation between pseudonormality and quasiregularity in constrained optimization.
Optim. Methods Softw., 2004
Proceedings of the UAI '04, 2004
2003
Discret. Event Dyn. Syst., 2003
2002
Stochastic Approximation for Nonexpansive Maps: Application to Q-Learning Algorithms.
SIAM J. Control. Optim., 2002
2001
IEEE Trans. Veh. Technol., 2001
SIAM J. Optim., 2001
SIAM J. Control. Optim., 2001
Reservation-Based Session Routing for Broadband Communication Networks with Strict QoS Requirements.
Proceedings of the 15th International Conference on Information Networking, 2001
2000
IEEE Trans. Syst. Man Cybern. Part A, 2000
Math. Program., 2000
1999
1998
IEEE Trans. Autom. Control., 1998
1997
SIAM J. Optim., 1997
SIAM J. Optim., 1997
1996
IEEE Trans. Computers, 1996
SIAM J. Optim., 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
A epsilon-Relaxation Method for Generalized Separable Convex Cost Network Flow Problems.
Proceedings of the Integer Programming and Combinatorial Optimization, 1996
Optimization and neural computation series 3, Athena Scientific, ISBN: 1886529108, 1996
1995
IEEE Trans. Parallel Distributed Syst., 1995
Parallel Comput., 1995
Oper. Res. Lett., 1995
1994
IEEE/ACM Trans. Netw., 1994
SIAM J. Optim., 1994
Partial Multinode Broadcast and Partial Exchange Algorithms for d-Dimensional Meshes.
J. Parallel Distributed Comput., 1994
1993
Multinode Broadcast in Hypercubes and Rings with Randomly Distributed Length of Packets.
IEEE Trans. Parallel Distributed Syst., 1993
SIAM J. Optim., 1993
Math. Program., 1993
INFORMS J. Comput., 1993
Comput. Optim. Appl., 1993
Comput. Optim. Appl., 1993
1992
Parallel Comput., 1992
On the Douglas-Rachford splitting method and the proximal point algorithm for maximal monotone operators.
Math. Program., 1992
Comput. Optim. Appl., 1992
Comput. Optim. Appl., 1992
Partial Multinode Broadcast Algorithms for D-Dimensional Meshes.
Proceedings of the 1992 International Conference on Parallel Processing, 1992
Data Networks, Second Edition.
Prentice Hall, ISBN: 978-0-13-201674-2, 1992
1991
Parallel Comput., 1991
Math. Oper. Res., 1991
J. Parallel Distributed Comput., 1991
Some aspects of parallel and distributed iterative algorithms - A survey<sup>, </sup>.
Autom., 1991
Linear network optimization - algorithms and codes.
MIT Press, ISBN: 978-0-262-02334-4, 1991
1990
1989
Proceedings of the 3rd international conference on Supercomputing, 1989
Parallel and distributed computation.
Prentice Hall, ISBN: 978-0-13-648759-3, 1989
1988
Oper. Res., 1988
1987
IEEE Trans. Inf. Theory, 1987
Relaxation methods for problems with strictly convex separable costs and linear constraints.
Math. Program., 1987
1985
Math. Program., 1985
1984
IEEE Trans. Commun., 1984
1983
Proceedings of the symposium on Communications Architectures & Protocols, 1983
1981
Distributed Algorithms for Generating Loop-Free Routes in Networks with Frequently Changing Topology.
IEEE Trans. Commun., 1981
1979
1976
1975
Math. Program., 1975
1971
PhD thesis, 1971