Hamidreza Modares

Computational Theory and Mathematics · 2013–2018

A researcher in the Science corpus: 7 papers; trusts 37 researchers and is trusted by 17 researchers here, as inferred from the citation graph.

Subfields

• Computational Theory and Mathematics — 66 citations into it; #1,517 of 12,182 by trust here, #2,015 by citations
• Control and Systems Engineering — 45 citations into it; #1,939 of 8,257 by trust here, #2,147 by citations
• Artificial Intelligence — 37 citations into it; #11,096 of 35,345 by trust here, #17,110 by citations
• Electrical and Electronic Engineering — 33 citations into it; #4,733 of 16,539 by trust here, #11,313 by citations
• Reinforcement Learning — 32 citations into it
• Biomedical Engineering — 12 citations into it; #2,667 of 10,734 by trust here, #7,854 by citations
• Mathematical Optimization — 9 citations into it
• Management Science and Operations Research — 6 citations into it

Whom Hamidreza Modares trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Frank L. Lewis
2. Draguna L. Vrabie
3. Yu Jiang
4. Huaguang Zhang
5. Kenji Doya
6. Murad Abu-Khalaf
7. Kyriakos G. Vamvoudakis
8. Paul J. Werbos
9. Richard S. Sutton
10. Zhong-Ping Jiang

Who trusts Hamidreza Modares overall

1. Derong Liu
2. Biao Luo
3. Ding Wang
4. Huaguang Zhang
5. Qinglai Wei
6. Yong-ming Li
7. Frank L. Lewis
8. Shan Xue
9. He Jiang
10. Xiong Yang

Papers from Hamidreza Modares's perspective

Ordered by how strongly the researchers Hamidreza Modares trusts endorse each paper. Same corpus, a different order for every researcher.

1. Reinforcement Learning: An Introduction
2. Dynamic Programming and Markov Processes
3. Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences
4. Learning from delayed rewards
5. A Menu of Designs for Reinforcement Learning Over Time
6. Adaptive optimal control for continuous-time linear systems based on policy iteration (at - Automatisierungstechnik)
7. Practical Issues in Temporal Difference Learning
8. Online actor critic algorithm to solve the continuous-time infinite horizon optimal control problem (2009 International Joint Conference on Neural Networks)
9. Approximate dynamic programming: solving the curses of dimensionality
10. Reinforcement Learning in Continuous Time and Space

Their papers

• $ {H}_{ {\infty }}$ Tracking Control of Completely Unknown Continuous-Time Systems via Off-Policy Reinforcement Learning (2015) — 400 citations
• Integral reinforcement learning and experience replay for adaptive optimal control of partially-unknown constrained-input continuous-time systems (2014) — 522 citations
• Adaptive Optimal Control of Unknown Constrained-Input Systems Using Policy Iteration and Neural Networks (2013) — 411 citations
• Reinforcement Q-learning for optimal tracking control of linear discrete-time systems with unknown dynamics (2014) — 533 citations
• Optimal tracking control of nonlinear partially-unknown constrained-input systems using integral reinforcement learning (2014) — 630 citations
• Optimal and Autonomous Control Using Reinforcement Learning: A Survey (2018) — 807 citations
• Linear Quadratic Tracking Control of Partially-Unknown Continuous-Time Systems Using Reinforcement Learning (2014) — 390 citations