Pajic, Miroslav

14 publications

L4DC 2025 Neuro-Symbolic Deadlock Resolution in Multi-Robot Systems Ruiyang Wang, Bowen He, Miroslav Pajic

L4DC 2025 Safe Cooperative Multi-Agent Reinforcement Learning with Function Approximation Hao-Lun Hsu, Miroslav Pajic

AISTATS 2025 Variational Adversarial Training Towards Policies with Improved Robustness Juncheng Dong, Hao-Lun Hsu, Qitong Gao, Vahid Tarokh, Miroslav Pajic

NeurIPS 2024 Off-Policy Selection for Initiating Human-Centric Experimental Design Ge Gao, Xi Yang, Qitong Gao, Song Ju, Miroslav Pajic, Min Chi

ICLR 2024 On Trajectory Augmentations for Off-Policy Evaluation Ge Gao, Qitong Gao, Xi Yang, Song Ju, Miroslav Pajic, Min Chi

L4DC 2024 On the Uniqueness of Solution for the Bellman Equation of LTL Objectives Zetong Xuan, Alper Bozkurt, Miroslav Pajic, Yu Wang

NeurIPS 2024 Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning Hao-Lun Hsu, Weixin Wang, Miroslav Pajic, Pan Xu

L4DC 2024 Robust Exploration with Adversary via Langevin Monte Carlo Hao-Lun Hsu, Miroslav Pajic

NeurIPS 2023 Off-Policy Evaluation for Human Feedback Qitong Gao, Ge Gao, Juncheng Dong, Vahid Tarokh, Min Chi, Miroslav Pajic

L4DC 2023 Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space Muhammad Abdullah Naeem, Miroslav Pajic

ICLR 2023 Variational Latent Branching Model for Off-Policy Evaluation Qitong Gao, Ge Gao, Min Chi, Miroslav Pajic

IJCAI 2022 A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification Ge Gao, Qitong Gao, Xi Yang, Miroslav Pajic, Min Chi

ICLR 2022 Gradient Importance Learning for Incomplete Observations Qitong Gao, Dong Wang, Joshua David Amason, Siyang Yuan, Chenyang Tao, Ricardo Henao, Majda Hadziahmetovic, Lawrence Carin, Miroslav Pajic

L4DC 2022 Resiliency of Perception-Based Controllers Against Attacks Amir Khazraei, Henry Pfister, Miroslav Pajic