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Jumman Hossain — most-cited papers & profile · Reinforcement Learning
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Jumman Hossain
12
papers ·
7
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Autonomous Driving with Deep Reinforcement Learning in CARLA Simulation
2023 · 3 citations
TopoNav: Topological Navigation for Efficient Exploration in Sparse Reward Environments
2024 · 2 citations
Follow the Soldiers with Optimized Single-Shot Multibox Detection and Reinforcement Learning
2023
CoverNav: Cover Following Navigation Planning in Unstructured Outdoor Environment with Deep Reinforcement Learning
2023
Enhancing Robotic Navigation: An Evaluation of Single and Multi-Objective Reinforcement Learning Strategies
2023
EnCoMP: Enhanced Covert Maneuver Planning with Adaptive Threat-Aware Visibility Estimation using Offline Reinforcement Learning
2024
QuasiNav: Asymmetric Cost-Aware Navigation Planning with Constrained Quasimetric Reinforcement Learning
2024
Top co-authors
Nirmalya Roy
· 5
Abu-Zaher Faridee
· 4
Jade Freeman
· 3
Timothy Gregory
· 3
Derrik E. Asher
· 2
Theron T. Trout
· 2
Anjan Basak
· 1
Maliha Momtaz
· 1
Theron Trout
· 1
Vicki Young
· 1
Topics
Value-Based
Safe RL
Model-Based RL
Policy Gradient
Multi-Agent
Exploration
Offline RL