This repository provides the source code for the paper Reinforcement Learning for Active Perception in Autonomous Navigation.
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Feb 5, 2026 - Python
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active-perception
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[ICML2026] ACTIVE-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO
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Apr 30, 2026
A Python library for Robotic Information Gathering
machine-learning robot robotics path-planning ros slam gaussian-processes monte-carlo-tree-search active-learning decision-making-under-uncertainty mapping-algorithms active-sensing adaptive-sampling active-perception active-slam autonomous-exploration robotic-information-gathering informative-path-planning active-information-gathering
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Jan 17, 2024 - Python
Official implementation of Matcha-agent, https://arxiv.org/abs/2303.08268
agent robot deep-learning robotics model planning multimodality matcha active-perception large-language-models llms llm-robotics matcha-agent
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Aug 25, 2024 - Python
View planning with multi-turn VLM agents: ViewSuite 6-DoF benchmark on real ScanNet scenes + iterative RL-SFT training
benchmark reinforcement-learning spatial-reasoning active-perception embodied-ai view-planning vlm-agents
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Sep 6, 2026 - Python
Deep Reinforcement Learning for Robotic Pushing and Picking in Cluttered Environment
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Jun 2, 2020 - Python
A Series of Research on Advancing Aerial Robots Beyond Mobility
deep-learning optimization planning perception aerial-robotics reinfrocement-learning active-perception aerial-manipulation
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Aug 29, 2026
The code release of "Real-time Active Vision for a Humanoid Soccer Robot Using Deep Reinforcement Learning" paper, ICAART 2021
python opencv reinforcement-learning ai computer-vision deep-learning cpp robotics deep-reinforcement-learning artificial-intelligence deeplearning deep-q-network humanoid-robot humanoid deep-q-learning humanoid-robots active-vision stable-baselines active-perception deep-reinforcement-learning-paper
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Mar 29, 2024 - C++
[EMNLP'26] Agentic Visual Perception for Long-Document Understanding
visual-search efficient-inference active-perception coarse-to-fine long-document agentic-ai think-with-image agentic-visual-perception
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Sep 1, 2026 - Python
Official code release for our paper 'APPLE: Toward General Active Perception via Reinforcement Learning'.
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May 27, 2026 - Python
An active vision system on the PR2 humanoid robot to dynamically detect objects via the head and arm cameras
python opencv computer-vision cpp robotics scikit-learn kinect ros moveit pr2 gazebo-simulator active-vision robotic-vision active-perception
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Sep 22, 2025 - C++
Learning Underwater Active Perception in Simulation
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May 6, 2025 - Python
🤖 Discover the latest research papers on ArXiv tailored to your interests using AI-powered analysis and smart search features.
reinforcement-learning pytorch planning arxiv multimodality power-systems matcha mistral medical-application gym-environment rag mlops multi-agent-reinforcement-learning active-perception llm llm-reasoning llamaparse reasoning-language-models long-cot
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Sep 24, 2026 - Python
A benchmarking and adaptive runtime control suite for multi-modal robotic perception (RGB-D Cameras, 2D LiDARs, and 3D LiDARs).
computer-vision robotics lidar realsense 3d-lidar active-sensing active-perception realsense-camera rgbd-camera latency-measurement adaptive-perception sensor-benchmarking
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Sep 22, 2026 - Python
Minimal Python robotics examples for planning, manipulation, active perception, and embodied AI. No ROS, GPU, or heavy simulator.
python education reinforcement-learning robotics path-planning manipulation slam robot-learning active-perception embodied-ai robotics-education interactive-robotics
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Jun 17, 2026 - Python
The webpage for Matcha-agent project.
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Jan 5, 2024 - HTML
Photograph a pile of cables, get an integer with a proof: |lk|>=1 certifies LINKED. Zero training, refuses to guess.
python computer-vision numpy image-processing scikit-image knot-theory zero-shot topological-data-analysis certified computational-topology explainable-ai active-perception abstention next-best-view cable-management topological-invariant no-training linking-number gauss-linking-number
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Sep 5, 2026 - Python
Project page for Planning with the Views: ViewAgent + ViewSuite, a 6-DoF view planning benchmark for VLM agents
benchmark spatial-reasoning scannet active-perception embodied-ai view-planning vision-language-models vlm-agents
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Aug 23, 2026 - Astro
ROS 2 active-view 3D scanning with a PiPER arm, RealSense L515, GroundingDINO, SAM 2, NBV planning, Tesseract/cuRobo, and fail-closed execution.
computer-vision robotics tesseract 3d-reconstruction realsense ros2 active-perception next-best-view sam2 curobo
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Sep 10, 2026 - Python
Active evidence assurance for warehouse robots: verify, repair, and gate perception before motion on AMD Radeon and ROCm.
robotics genesis rocm amd-gpu active-perception embodied-ai robot-safety physical-ai warehouse-robotics evidence-provenance
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Aug 6, 2026 - Python
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