Dimitri P. Bertsekas

1. Incremental Gradient, Subgradient, and Proximal Methods for Convex Optimization: A Survey
   2015/07/03 by Dimitri P. Bertsekas, Bertsekas, Dimitri P. · 6 citations
   Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
2. Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming
   2024/06/02 by Dimitri P. Bertsekas, Bertsekas, Dimitri P. · 3 voices · 7 citations
   Computer Science · Engineering · Mathematics · #Adaptive Dynamic Programming Control #Advanced Control Systems Optimization #cs.AI #eess.SY #math.OC
3. Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and\n Some New Implementations
   2018/04/12 by Dimitri P. Bertsekas, Bertsekas, Dimitri P. · 5 citations
   Computer Science · #49 #90 #93 #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
4. Multiagent Rollout Algorithms and Reinforcement Learning
   2019/09/30 by Dimitri P. Bertsekas, Bertsekas, Dimitri · 6 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Optimization and Search Problems #Reinforcement Learning in Robotics
5. Discretized Approximations for POMDP with Average Cost
   2012/07/11 by Huizhen Yu, Yu, Huizhen, Dimitri P. Bertsekas +1 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC) #Optimization and Search Problems #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Lessons from AlphaZero for Optimal, Model Predictive, and Adaptive Control
   2021/08/20 by Dimitri P. Bertsekas, Bertsekas, Dimitri · 3 citations
   Engineering · Computer Science · #Advanced Control Systems Optimization #Reinforcement Learning in Robotics #Reservoir Engineering and Simulation Methods
7. Multiagent Rollout and Policy Iteration for POMDP with Application to Multi-Robot Repair Problems
   2020/11/09 by Sushmita Bhattacharya, Bhattacharya, Sushmita, Siva Kailas +7 · 2 citations
   Computer Science · #Reinforcement Learning in Robotics #Optimization and Search Problems #Machine Learning and Algorithms
8. Biased Aggregation, Rollout, and Enhanced Policy Improvement for Reinforcement Learning
   2019/10/06 by Dimitri P. Bertsekas, Bertsekas, Dimitri · 3 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Traffic control and management
9. Incremental Aggregated Proximal and Augmented Lagrangian Algorithms
   2015/09/30 by Dimitri P. Bertsekas, Bertsekas, Dimitri P. · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
10. Lambda-Policy Iteration: A Review and a New Implementation
    2015/07/03 by Dimitri P. Bertsekas, Bertsekas, Dimitri P. · 1 citation
    Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
11. New Auction Algorithms for the Assignment Problem and Extensions
    2023/10/04 by Dimitri P. Bertsekas, Bertsekas, Dimitri · 1 citation
    Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Game Theory and Voting Systems
12. Polynomial auction algorithms for shortest paths
    1995/04/01 by Dimitri P. Bertsekas, Stefano Pallottino, Maria Grazia Scutell� · 1 citation
    Computer Science · Decision Sciences · #Auction Theory and Applications #Complexity and Algorithms in Graphs #Optimization and Search Problems
13. Approximate Multiagent Reinforcement Learning for On-Demand Urban Mobility Problem on a Large Map (extended version)
    2023/11/02 by Daniel Garces, Garces, Daniel, Sushmita Bhattacharya +5 · 1 citation
    Decision Sciences · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Robotics (cs.RO) #Transportation Planning and Optimization #Transportation and Mobility Innovations