Guiding Robot Exploration in Reinforcement Learning via Automated Planning.

Shiqi Zhang , Saeid Amiri , Kishan Chandan , Keiki Takadama
arXiv: Robotics

9
2020
Multi-modal Predicate Identification using Dynamically Learned Robot Controllers

Saeid Amiri , Suhua Wei , Shiqi Zhang , Jivko Sinapov
international joint conference on artificial intelligence 4638 -4645

11
2018
Multimodal embodied attribute learning by robots for object-centric action policies

Xiaohan Zhang , Saeid Amiri , Jivko Sinapov , Jesse Thomason
Autonomous Robots 47 ( 5) 505 -528

3
2023
Robot Behavioral Exploration and Multi-modal Perception using Dynamically Constructed Controllers

Saeid Amiri , Suhua Wei , Shiqi Zhang , Jivko Sinapov
2018 AAAI Spring Symposium Series

2018
Integrating Action Knowledge and LLMs for Task Planning and Situation Handling in Open Worlds

Yan Ding , Xiaohan Zhang , Saeid Amiri , Nieqing Cao
arXiv preprint arXiv:2305.17590

29
2023
Grounding classical task planners via vision-language models

Xiaohan Zhang , Yan Ding , Saeid Amiri , Hao Yang
arXiv preprint arXiv:2304.08587

10
2023
Reasoning with scene graphs for robot planning under partial observability

Saeid Amiri , Kishan Chandan , Shiqi Zhang
IEEE Robotics and Automation Letters 7 ( 2) 5560 -5567

42
2022
Robot task planning and situation handling in open worlds

Yan Ding , Xiaohan Zhang , Saeid Amiri , Nieqing Cao
arXiv preprint arXiv:2210.01287

14
2022
DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning

Xiaohan Zhang , Zainab Altaweel* , Yohei Hayamizu* , Yan Ding
arXiv preprint arXiv:2406.17659

2024
Guided dyna-Q for mobile robot exploration and navigation

Yohei Hayamizu , Saeid Amiri , Kishan Chandan , Shiqi Zhang
arXiv preprint arXiv:2004.11456

3
2020
Learning and Reasoning for Robot Sequential Decision Making under Uncertainty

Saeid Amiri , Mohammad Shokrolah Shirazi , Shiqi Zhang
AAAI20

27
2019
Augmenting Knowledge through Statistical, Goal-oriented Human-Robot Dialog

Saeid Amiri , Sujay Bajracharya , Cihangir Goktolga , Jesse Thomason
IROS19

24
2019
2
2019
Surrogate Assisted Monte Carlo Tree Search in Combinatorial Optimization

Saeid Amiri , Parisa Zehtabi , Danial Dervovic , Michael Cashmore
arXiv preprint arXiv:2403.09925

2024
Learning to reason about contextual knowledge for planning under uncertainty

Cheng Cui , Saeid Amiri , Yan Ding , Xingyue Zhan
Uncertainty in Artificial Intelligence 465 -475

2023
Value Detection Rate: A Performance Metric for Payments Fraud Detection

Danial Dervovic , Saeid Amiri , Michael Cashmore
FinPlan 2023 7 -7

2023