Machine learning based real-time vehicle data analysis for safe driving modeling. - Pamul Yadav; Sangsu Jung; Dhananjay Singh 001 (SAC, 2019)

An Open-World Novelty Generator for Authoring Reinforcement Learning Environment of Standardized Toolkits. - Sangho Lee; Junbeom Park; Ho Suk; Taewoo Kim 002; Pamul Yadav; Shiho Kim (MIWAI, 2021)

A Survey on Deep Reinforcement Learning-based Approaches for Adaptation and Generalization. - Pamul Yadav; Ashutosh Mishra; Junyong Lee; Shiho Kim (CoRR, 2022)

Rationale-aware Autonomous Driving Policy utilizing Safety Force Field implemented on CARLA Simulator. - Ho Suk; Taewoo Kim 002; Hyungbin Park; Pamul Yadav; Junyong Lee; Shiho Kim (CoRR, 2022)

Learning unsupervised disentangled skill latents to adapt unseen task and morphological modifications. - Taewoo Kim 002; Pamul Yadav; Ho Suk; Shiho Kim (Eng. Appl. Artif. Intell., 2022)

LoRa based architecture for smart town traffic management system. - Seung Byum Seo; Pamul Yadav; Dhananjay Singh 001 (Multim. Tools Appl., 2022)

A Comprehensive Survey on Multi-Agent Reinforcement Learning for Connected and Automated Vehicles. - Pamul Yadav; Ashutosh Mishra; Shiho Kim (Sensors, 2023)