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Marcelo Becker β most-cited papers & profile Β· AI for Science
β authors
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overview
Marcelo Becker
12
papers Β·
3
citations Β·
0
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Most-cited papers
End-to-End Crop Row Navigation via LiDAR-Based Deep Reinforcement Learning
2025 Β· 1 citations
End-to-End Crop Row Navigation via LiDAR-Based Deep Reinforcement Learning
2025 Β· 1 citations
Autonomous UAV Flight Navigation in Confined Spaces: A Reinforcement Learning Approach
2025 Β· 1 citations
Viewpoint-Agnostic Grasp Pipeline using VLM and Partial Observations
2026
Load-bearing Assessment for Safe Locomotion of Quadruped Robots on Collapsing Terrain
2025
Learning to Walk with Less: a Dyna-Style Approach to Quadrupedal Locomotion
2025
Learning Terrain-Specialized Policies for Adaptive Locomotion in Challenging Environments
2025
Learning Terrain-Specialized Policies for Adaptive Locomotion in Challenging Environments
2025
A Vision-Based Shared-Control Teleoperation Scheme for Controlling the Robotic Arm of a Four-Legged Robot
2025
Optimizing Grasping in Legged Robots: A Deep Learning Approach to Loco-Manipulation
2025
ZeST: an LLM-based Zero-Shot Traversability Navigation for Unknown Environments
2025
CropNav: a Framework for Autonomous Navigation in Real Farms
2024
Topics
Control
Navigation
Perception
Model-Based RL
Policy Gradient
Sim-to-Real
Manipulation
Locomotion
Human-Robot Interaction
Value-Based