Boosting Deep Reinforcement Learning with Semantic Knowledge for Robotic Manipulators
Fuente:
arXiv
Saved in:
| Main Authors: | Güitta-López, Lucía, Suriani, Vincenzo, Boal, Jaime, López-López, Álvaro J., Nardi, Daniele |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Sim-to-Real Transfer via a Style-Identified Cycle Consistent Generative Adversarial Network: Zero-Shot Deployment on Robotic Manipulators through Visual Domain Adaptation
by: Güitta-López, Lucía, et al.
Published: (2026)
by: Güitta-López, Lucía, et al.
Published: (2026)
Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent
by: Güitta-López, Lucía, et al.
Published: (2025)
by: Güitta-López, Lucía, et al.
Published: (2025)
Multi-Agent Coordination for a Partially Observable and Dynamic Robot Soccer Environment with Limited Communication
by: Affinita, Daniele, et al.
Published: (2024)
by: Affinita, Daniele, et al.
Published: (2024)
Learning from Imperfect Demonstrations with Self-Supervision for Robotic Manipulation
by: Wu, Kun, et al.
Published: (2024)
by: Wu, Kun, et al.
Published: (2024)
GenCHiP: Generating Robot Policy Code for High-Precision and Contact-Rich Manipulation Tasks
by: Burns, Kaylee, et al.
Published: (2024)
by: Burns, Kaylee, et al.
Published: (2024)
Autonomous Control of a Novel Closed Chain Five Bar Active Suspension via Deep Reinforcement Learning
by: Singh, Nishesh, et al.
Published: (2024)
by: Singh, Nishesh, et al.
Published: (2024)
Vision-Ultrasound Robotic System based on Deep Learning for Gas and Arc Hazard Detection in Manufacturing
by: Lee, Jin-Hee, et al.
Published: (2025)
by: Lee, Jin-Hee, et al.
Published: (2025)
Contextual Multi-Task Reinforcement Learning for Autonomous Reef Monitoring
by: Laux, Melvin, et al.
Published: (2026)
by: Laux, Melvin, et al.
Published: (2026)
Robotic Arm Manipulation with Inverse Reinforcement Learning & TD-MPC
by: Hassan, Md Shoyib, et al.
Published: (2024)
by: Hassan, Md Shoyib, et al.
Published: (2024)
Robot at the Mirror: Learning to Imitate via Associating Self-supervised Models
by: Lucny, Andrej, et al.
Published: (2023)
by: Lucny, Andrej, et al.
Published: (2023)
Robo-CSK-Organizer: Commonsense Knowledge to Organize Detected Objects for Multipurpose Robots
by: Hidalgo, Rafael, et al.
Published: (2024)
by: Hidalgo, Rafael, et al.
Published: (2024)
Interactive Learning of Physical Object Properties Through Robot Manipulation and Database of Object Measurements
by: Kruzliak, Andrej, et al.
Published: (2024)
by: Kruzliak, Andrej, et al.
Published: (2024)
Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents
by: Liu, Carson Yu, et al.
Published: (2023)
by: Liu, Carson Yu, et al.
Published: (2023)
Benchmarking Deep Reinforcement Learning for Navigation in Denied Sensor Environments
by: Wisniewski, Mariusz, et al.
Published: (2024)
by: Wisniewski, Mariusz, et al.
Published: (2024)
Autonomy and Safety Assurance in the Early Development of Robotics and Autonomous Systems
by: Abeywickrama, Dhaminda B., et al.
Published: (2025)
by: Abeywickrama, Dhaminda B., et al.
Published: (2025)
Predictive Traffic Rule Compliance using Reinforcement Learning
by: Huang, Yanliang, et al.
Published: (2025)
by: Huang, Yanliang, et al.
Published: (2025)
Federated Single-Agent Robotics: Multi-Robot Coordination Without Intra-Robot Multi-Agent Fragmentation
by: Qin, Xue, et al.
Published: (2026)
by: Qin, Xue, et al.
Published: (2026)
Bimanual Robot Manipulation via Multi-Agent In-Context Learning
by: Palma, Alessio, et al.
Published: (2026)
by: Palma, Alessio, et al.
Published: (2026)
AUTONAV: A Toolfor Autonomous Navigation of Robots
by: Sarwar, Mir Md Sajid, et al.
Published: (2025)
by: Sarwar, Mir Md Sajid, et al.
Published: (2025)
Learning Generalizable Tool-use Skills through Trajectory Generation
by: Qi, Carl, et al.
Published: (2023)
by: Qi, Carl, et al.
Published: (2023)
Atomic-Probe Governance for Skill Updates in Compositional Robot Policies
by: Qin, Xue, et al.
Published: (2026)
by: Qin, Xue, et al.
Published: (2026)
Enhancing Reinforcement Learning in 3D Environments through Semantic Segmentation: A Case Study in ViZDoom
by: Huang, Jin
Published: (2025)
by: Huang, Jin
Published: (2025)
FORMICA: Decision-Focused Learning for Communication-Free Multi-Robot Task Allocation
by: Lopez, Antonio, et al.
Published: (2026)
by: Lopez, Antonio, et al.
Published: (2026)
Previous Knowledge Utilization In Online Anytime Belief Space Planning
by: Novitsky, Michael, et al.
Published: (2024)
by: Novitsky, Michael, et al.
Published: (2024)
Final Report for the Workshop on Robotics & AI in Medicine
by: Wachs, Juan P
Published: (2026)
by: Wachs, Juan P
Published: (2026)
To Help or Not to Help: LLM-based Attentive Support for Human-Robot Group Interactions
by: Tanneberg, Daniel, et al.
Published: (2024)
by: Tanneberg, Daniel, et al.
Published: (2024)
Cooperative and Asynchronous Transformer-based Mission Planning for Heterogeneous Teams of Mobile Robots
by: Farjadnasab, Milad, et al.
Published: (2024)
by: Farjadnasab, Milad, et al.
Published: (2024)
3D-Anchored Lookahead Planning for Persistent Robotic Scene Memory via World-Model-Based MCTS
by: Sidik, Bronislav, et al.
Published: (2026)
by: Sidik, Bronislav, et al.
Published: (2026)
Decentralized Aerial Manipulation of a Cable-Suspended Load using Multi-Agent Reinforcement Learning
by: Zeng, Jack, et al.
Published: (2025)
by: Zeng, Jack, et al.
Published: (2025)
FrankenBot: Brain-Morphic Modular Orchestration for Robotic Manipulation with Vision-Language Models
by: Wang, Shiyi, et al.
Published: (2025)
by: Wang, Shiyi, et al.
Published: (2025)
A Segmented Robot Grasping Perception Neural Network for Edge AI
by: Bröcheler, Casper, et al.
Published: (2025)
by: Bröcheler, Casper, et al.
Published: (2025)
Optimizing Bipedal Locomotion for The 100m Dash With Comparison to Human Running
by: Crowley, Devin, et al.
Published: (2025)
by: Crowley, Devin, et al.
Published: (2025)
TwinTac: A Wide-Range, Highly Sensitive Tactile Sensor with Real-to-Sim Digital Twin Sensor Model
by: Huang, Xiyan, et al.
Published: (2025)
by: Huang, Xiyan, et al.
Published: (2025)
Safe Heterogeneous Multi-Agent RL with Communication Regularization for Coordinated Target Acquisition
by: Calzolari, Gabriele, et al.
Published: (2026)
by: Calzolari, Gabriele, et al.
Published: (2026)
A Multimodal Framework for Human-Multi-Agent Interaction
by: Hasan, Shaid, et al.
Published: (2026)
by: Hasan, Shaid, et al.
Published: (2026)
RUMI: Rummaging Using Mutual Information
by: Zhong, Sheng, et al.
Published: (2024)
by: Zhong, Sheng, et al.
Published: (2024)
CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking
by: Huang, Yuehao, et al.
Published: (2025)
by: Huang, Yuehao, et al.
Published: (2025)
Causal Explanations for Sequential Decision-Making in Multi-Agent Systems
by: Gyevnar, Balint, et al.
Published: (2023)
by: Gyevnar, Balint, et al.
Published: (2023)
STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent
by: Lee, Yewon, et al.
Published: (2023)
by: Lee, Yewon, et al.
Published: (2023)
Long-Reach Robotic Manipulation for Assembly and Outfitting of Lunar Structures
by: Wang, Stanley, et al.
Published: (2026)
by: Wang, Stanley, et al.
Published: (2026)
Similar Items
-
Sim-to-Real Transfer via a Style-Identified Cycle Consistent Generative Adversarial Network: Zero-Shot Deployment on Robotic Manipulators through Visual Domain Adaptation
by: Güitta-López, Lucía, et al.
Published: (2026) -
Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent
by: Güitta-López, Lucía, et al.
Published: (2025) -
Multi-Agent Coordination for a Partially Observable and Dynamic Robot Soccer Environment with Limited Communication
by: Affinita, Daniele, et al.
Published: (2024) -
Learning from Imperfect Demonstrations with Self-Supervision for Robotic Manipulation
by: Wu, Kun, et al.
Published: (2024) -
GenCHiP: Generating Robot Policy Code for High-Precision and Contact-Rich Manipulation Tasks
by: Burns, Kaylee, et al.
Published: (2024)