Robotic Skill Diversification via Active Mutation of Reward Functions in Reinforcement Learning During a Liquid Pouring Task
Fuente:
arXiv
Saved in:
| Main Authors: | van Buuren, Jannick, Giglio, Roberto, Roveda, Loris, Peternel, Luka |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Jump-Start Reinforcement Learning with Vision-Language-Action Regularization
by: Moroncelli, Angelo, et al.
Published: (2026)
by: Moroncelli, Angelo, et al.
Published: (2026)
Robot Drummer: Learning Rhythmic Skills for Humanoid Drumming
by: Shahid, Asad Ali, et al.
Published: (2025)
by: Shahid, Asad Ali, et al.
Published: (2025)
The Duality of Generative AI and Reinforcement Learning in Robotics: A Review
by: Moroncelli, Angelo, et al.
Published: (2024)
by: Moroncelli, Angelo, et al.
Published: (2024)
Planning Human-Robot Co-manipulation with Human Motor Control Objectives and Multi-component Reaching Strategies
by: Haninger, Kevin, et al.
Published: (2024)
by: Haninger, Kevin, et al.
Published: (2024)
Enhancing Supermarket Robot Interaction: A Multi-Level LLM Conversational Interface for Handling Diverse Customer Intents
by: Nandkumar, Chandran, et al.
Published: (2024)
by: Nandkumar, Chandran, et al.
Published: (2024)
Diffusion Sequence Models for Generative In-Context Meta-Learning of Robot Dynamics
by: Moroncelli, Angelo, et al.
Published: (2026)
by: Moroncelli, Angelo, et al.
Published: (2026)
Model Predictive Control with Gaussian Processes for Flexible Multi-Modal Physical Human Robot Interaction
by: Haninger, Kevin, et al.
Published: (2021)
by: Haninger, Kevin, et al.
Published: (2021)
Fitts' List Revisited: An Empirical Study on Function Allocation in a Two-Agent Physical Human-Robot Collaborative Position/Force Task
by: Mol, Nicky, et al.
Published: (2025)
by: Mol, Nicky, et al.
Published: (2025)
Benchmarking Population-Based Reinforcement Learning across Robotic Tasks with GPU-Accelerated Simulation
by: Shahid, Asad Ali, et al.
Published: (2024)
by: Shahid, Asad Ali, et al.
Published: (2024)
Constraints as Rewards: Reinforcement Learning for Robots without Reward Functions
by: Ishihara, Yu, et al.
Published: (2025)
by: Ishihara, Yu, et al.
Published: (2025)
On-Robot Reinforcement Learning with Goal-Contrastive Rewards
by: Biza, Ondrej, et al.
Published: (2024)
by: Biza, Ondrej, et al.
Published: (2024)
Safe Reinforcement Learning in a Simulated Robotic Arm
by: Kovač, Luka, et al.
Published: (2023)
by: Kovač, Luka, et al.
Published: (2023)
Decoupling Task and Behavior: A Two-Stage Reward Curriculum in Reinforcement Learning for Robotics
by: Freitag, Kilian, et al.
Published: (2026)
by: Freitag, Kilian, et al.
Published: (2026)
Augmenting Neural Networks-Based Model Approximators in Robotic Force-Tracking Tasks
by: Saad, Kevin, et al.
Published: (2025)
by: Saad, Kevin, et al.
Published: (2025)
Model Predictive Impedance Control with Gaussian Processes for Human and Environment Interaction
by: Haninger, Kevin, et al.
Published: (2022)
by: Haninger, Kevin, et al.
Published: (2022)
DynaMimicGen: A Data Generation Framework for Robot Learning of Dynamic Tasks
by: Pomponi, Vincenzo, et al.
Published: (2025)
by: Pomponi, Vincenzo, et al.
Published: (2025)
ConceptBot: Enhancing Robot's Autonomy through Task Decomposition with Large Language Models and Knowledge Graph
by: Leanza, Alessandro, et al.
Published: (2025)
by: Leanza, Alessandro, et al.
Published: (2025)
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning
by: Yunis, David, et al.
Published: (2023)
by: Yunis, David, et al.
Published: (2023)
Curriculum Reinforcement Learning for Complex Reward Functions
by: Freitag, Kilian, et al.
Published: (2024)
by: Freitag, Kilian, et al.
Published: (2024)
Biomechanics-Aware Trajectory Optimization for Online Navigation during Robotic Physiotherapy
by: Belli, Italo, et al.
Published: (2024)
by: Belli, Italo, et al.
Published: (2024)
Combining Sampling- and Gradient-based Planning for Contact-rich Manipulation
by: Rozzi, Filippo, et al.
Published: (2023)
by: Rozzi, Filippo, et al.
Published: (2023)
Visio-Verbal Teleimpedance Interface: Enabling Semi-Autonomous Control of Physical Interaction via Eye Tracking and Speech
by: Jekel, Henk H. A., et al.
Published: (2025)
by: Jekel, Henk H. A., et al.
Published: (2025)
Generalization in Deep Reinforcement Learning for Robotic Navigation by Reward Shaping
by: Miranda, Victor R. F., et al.
Published: (2022)
by: Miranda, Victor R. F., et al.
Published: (2022)
Apple: Toward General Active Perception via Reinforcement Learning
by: Schneider, Tim, et al.
Published: (2025)
by: Schneider, Tim, et al.
Published: (2025)
Average-Reward Maximum Entropy Reinforcement Learning for Underactuated Double Pendulum Tasks
by: Choe, Jean Seong Bjorn, et al.
Published: (2024)
by: Choe, Jean Seong Bjorn, et al.
Published: (2024)
Solving Robotics Tasks with Prior Demonstration via Exploration-Efficient Deep Reinforcement Learning
by: Shen, Chengyandan, et al.
Published: (2025)
by: Shen, Chengyandan, et al.
Published: (2025)
Batch Active Learning of Reward Functions from Human Preferences
by: Bıyık, Erdem, et al.
Published: (2024)
by: Bıyık, Erdem, et al.
Published: (2024)
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
by: Hu, Jiaheng, et al.
Published: (2024)
by: Hu, Jiaheng, et al.
Published: (2024)
REBEL: Reward Regularization-Based Approach for Robotic Reinforcement Learning from Human Feedback
by: Chakraborty, Souradip, et al.
Published: (2023)
by: Chakraborty, Souradip, et al.
Published: (2023)
Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation
by: Plou, Carlos, et al.
Published: (2024)
by: Plou, Carlos, et al.
Published: (2024)
From Vision to Assistance: Gaze and Vision-Enabled Adaptive Control for a Back-Support Exoskeleton
by: Leanza, Alessandro, et al.
Published: (2026)
by: Leanza, Alessandro, et al.
Published: (2026)
RoboCoder: Robotic Learning from Basic Skills to General Tasks with Large Language Models
by: Li, Jingyao, et al.
Published: (2024)
by: Li, Jingyao, et al.
Published: (2024)
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning
by: Haarnoja, Tuomas, et al.
Published: (2023)
by: Haarnoja, Tuomas, et al.
Published: (2023)
GEAR: Gaze-Enabled Human-Robot Collaborative Assembly
by: Shahid, Asad Ali, et al.
Published: (2025)
by: Shahid, Asad Ali, et al.
Published: (2025)
Predicting Human Perceptions of Robot Performance During Navigation Tasks
by: Zhang, Qiping, et al.
Published: (2023)
by: Zhang, Qiping, et al.
Published: (2023)
Quantum Deep Reinforcement Learning for Robot Navigation Tasks
by: Hohenfeld, Hans, et al.
Published: (2022)
by: Hohenfeld, Hans, et al.
Published: (2022)
Autonomous Navigation of Quadrupeds Using Coverage Path Planning with Morphological Skeleton Map
by: Becoy, Alexander James, et al.
Published: (2025)
by: Becoy, Alexander James, et al.
Published: (2025)
STRIDE: Automating Reward Design, Deep Reinforcement Learning Training and Feedback Optimization in Humanoid Robotics Locomotion
by: Wu, Zhenwei, et al.
Published: (2025)
by: Wu, Zhenwei, et al.
Published: (2025)
A Review of Reward Functions for Reinforcement Learning in the context of Autonomous Driving
by: Abouelazm, Ahmed, et al.
Published: (2024)
by: Abouelazm, Ahmed, et al.
Published: (2024)
Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution
by: Huang, Changxin, et al.
Published: (2024)
by: Huang, Changxin, et al.
Published: (2024)
Similar Items
-
Jump-Start Reinforcement Learning with Vision-Language-Action Regularization
by: Moroncelli, Angelo, et al.
Published: (2026) -
Robot Drummer: Learning Rhythmic Skills for Humanoid Drumming
by: Shahid, Asad Ali, et al.
Published: (2025) -
The Duality of Generative AI and Reinforcement Learning in Robotics: A Review
by: Moroncelli, Angelo, et al.
Published: (2024) -
Planning Human-Robot Co-manipulation with Human Motor Control Objectives and Multi-component Reaching Strategies
by: Haninger, Kevin, et al.
Published: (2024) -
Enhancing Supermarket Robot Interaction: A Multi-Level LLM Conversational Interface for Handling Diverse Customer Intents
by: Nandkumar, Chandran, et al.
Published: (2024)