Masayoshi Tomizuka

About Masayoshi Tomizuka

Masayoshi Tomizuka, With an exceptional h-index of 103 and a recent h-index of 57 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of mechanical engineering, dynamic systems, control, mechatronics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards Generalizable and Interpretable Motion Prediction: A Deep Variational Bayes Approach

The Feasibility of Constrained Reinforcement Learning Algorithms: A Tutorial Study

DBPF: A Framework for Efficient and Robust Dynamic Bin-Picking

RoadBEV: Road Surface Reconstruction in Bird's Eye View

Efficient Reinforcement Learning of Task Planners for Robotic Palletization through Iterative Action Masking Learning

Data-Driven Linear Quadratic Optimization for Controller Synthesis With Structural Constraints

Joint Pedestrian Trajectory Prediction through Posterior Sampling

Robust In-Hand Manipulation with Extrinsic Contacts

Masayoshi Tomizuka Information

University

Position

Mechaniccal Engineering

Citations(all)

47948

Citations(since 2020)

16233

Cited By

37071

hIndex(all)

103

hIndex(since 2020)

57

i10Index(all)

705

i10Index(since 2020)

339

Email

University Profile Page

Google Scholar

Masayoshi Tomizuka Skills & Research Interests

mechanical engineering

dynamic systems

control

mechatronics

Top articles of Masayoshi Tomizuka

Towards Generalizable and Interpretable Motion Prediction: A Deep Variational Bayes Approach

2024/4/18

The Feasibility of Constrained Reinforcement Learning Algorithms: A Tutorial Study

2024/4/15

Yujie Yang
Yujie Yang

H-Index: 1

Masayoshi Tomizuka
Masayoshi Tomizuka

H-Index: 48

Changliu Liu
Changliu Liu

H-Index: 15

DBPF: A Framework for Efficient and Robust Dynamic Bin-Picking

IEEE Robotics and Automation Letters

2024/4/10

RoadBEV: Road Surface Reconstruction in Bird's Eye View

arXiv preprint arXiv:2404.06605

2024/4/9

Efficient Reinforcement Learning of Task Planners for Robotic Palletization through Iterative Action Masking Learning

arXiv preprint arXiv:2404.04772

2024/4/7

Data-Driven Linear Quadratic Optimization for Controller Synthesis With Structural Constraints

IEEE Transactions on Cybernetics

2023/1/25

Joint Pedestrian Trajectory Prediction through Posterior Sampling

arXiv preprint arXiv:2404.00237

2024/3/30

Yixiao Wang
Yixiao Wang

H-Index: 3

Zhiyuan Liu
Zhiyuan Liu

H-Index: 1

Masayoshi Tomizuka
Masayoshi Tomizuka

H-Index: 48

Robust In-Hand Manipulation with Extrinsic Contacts

arXiv preprint arXiv:2403.18960

2024/3/27

Masayoshi Tomizuka
Masayoshi Tomizuka

H-Index: 48

PNAS-MOT: Multi-Modal Object Tracking With Pareto Neural Architecture Search

IEEE Robotics and Automation Letters

2024/3/20

Jinling Gao
Jinling Gao

H-Index: 5

Masayoshi Tomizuka
Masayoshi Tomizuka

H-Index: 48

Q-slam: Quadric representations for monocular slam

arXiv preprint arXiv:2403.08125

2024/3/12

DrPlanner: Diagnosis and Repair of Motion Planners Using Large Language Models

arXiv preprint arXiv:2403.07470

2024/3/12

MATRIX: Multi-Agent Trajectory Generation with Diverse Contexts

arXiv preprint arXiv:2403.06041

2024/3/9

Contact-Implicit Model Predictive Control for Dexterous In-hand Manipulation: A Long-Horizon and Robust Approach

arXiv preprint arXiv:2402.18897

2024/2/29

Masayoshi Tomizuka
Masayoshi Tomizuka

H-Index: 48

Xiang Li
Xiang Li

H-Index: 19

PhyGrasp: Generalizing Robotic Grasping with Physics-informed Large Multimodal Models

arXiv preprint arXiv:2402.16836

2024/2/26

Masayoshi Tomizuka
Masayoshi Tomizuka

H-Index: 48

Wei Zhan
Wei Zhan

H-Index: 4

Cohere3D: Exploiting Temporal Coherence for Unsupervised Representation Learning of Vision-based Autonomous Driving

arXiv preprint arXiv:2402.15583

2024/2/23

Masayoshi Tomizuka
Masayoshi Tomizuka

H-Index: 48

Wei Zhan
Wei Zhan

H-Index: 4

Xin Huang
Xin Huang

H-Index: 34

BeTAIL: Behavior Transformer Adversarial Imitation Learning from Human Racing Gameplay

arXiv preprint arXiv:2402.14194

2024/2/22

Skill-Critic: Refining Learned Skills for Hierarchical Reinforcement Learning

IEEE Robotics and Automation Letters

2024/2/21

Depth-aware Volume Attention for Texture-less Stereo Matching

arXiv preprint arXiv:2402.08931

2024/2/14

Towards free data selection with general-purpose models

2023/10

Masayoshi Tomizuka
Masayoshi Tomizuka

H-Index: 48

Wei Zhan
Wei Zhan

H-Index: 4

Residual Q-Learning: Offline and Online Policy Customization without Value

Advances in Neural Information Processing Systems

2024/2/13

See List of Professors in Masayoshi Tomizuka University(University of California, Berkeley)