On the Role of the Action Space in Robot Manipulation Learning and Sim-to-Real Transfer
Fuente:
arXiv
Saved in:
| Main Authors: | Aljalbout, Elie, Frank, Felix, Karl, Maximilian, van der Smagt, Patrick |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Shortcomings of Force-from-Motion in Robot Learning
by: Aljalbout, Elie, et al.
Published: (2024)
by: Aljalbout, Elie, et al.
Published: (2024)
LIMT: Language-Informed Multi-Task Visual World Models
by: Aljalbout, Elie, et al.
Published: (2024)
by: Aljalbout, Elie, et al.
Published: (2024)
Guided Decoding for Robot On-line Motion Generation and Adaption
by: Chen, Nutan, et al.
Published: (2024)
by: Chen, Nutan, et al.
Published: (2024)
Embedded Image-to-Image Translation for Efficient Sim-to-Real Transfer in Learning-based Robot-Assisted Soft Manipulation
by: Colan, Jacinto, et al.
Published: (2024)
by: Colan, Jacinto, et al.
Published: (2024)
Sim-to-Real Transfer for Mobile Robots with Reinforcement Learning: from NVIDIA Isaac Sim to Gazebo and Real ROS 2 Robots
by: Salimpour, Sahar, et al.
Published: (2025)
by: Salimpour, Sahar, et al.
Published: (2025)
Multi-Task Reinforcement Learning for Quadrotors
by: Xing, Jiaxu, et al.
Published: (2024)
by: Xing, Jiaxu, et al.
Published: (2024)
DexSim2Real: Foundation Model-Guided Sim-to-Real Transfer for Generalizable Dexterous Manipulation
by: Zeng, Zijian, et al.
Published: (2026)
by: Zeng, Zijian, et al.
Published: (2026)
Student-Informed Teacher Training
by: Messikommer, Nico, et al.
Published: (2024)
by: Messikommer, Nico, et al.
Published: (2024)
FlowQ: Energy-Guided Flow Policies for Offline Reinforcement Learning
by: Alles, Marvin, et al.
Published: (2025)
by: Alles, Marvin, et al.
Published: (2025)
Sim-to-Real Transfer for Muscle-Actuated Robots via Generalized Actuator Networks
by: Schneider, Jan, et al.
Published: (2026)
by: Schneider, Jan, et al.
Published: (2026)
An Real-Sim-Real (RSR) Loop Framework for Generalizable Robotic Policy Transfer with Differentiable Simulation
by: Shi, Lu, et al.
Published: (2025)
by: Shi, Lu, et al.
Published: (2025)
SimVLA: A Simple VLA Baseline for Robotic Manipulation
by: Luo, Yuankai, et al.
Published: (2026)
by: Luo, Yuankai, et al.
Published: (2026)
PolaRiS: Scalable Real-to-Sim Evaluations for Generalist Robot Policies
by: Jain, Arhan, et al.
Published: (2025)
by: Jain, Arhan, et al.
Published: (2025)
Accelerating Model-Based Reinforcement Learning with State-Space World Models
by: Krinner, Maria, et al.
Published: (2025)
by: Krinner, Maria, et al.
Published: (2025)
Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning
by: Alles, Marvin, et al.
Published: (2024)
by: Alles, Marvin, et al.
Published: (2024)
EAGERx: Graph-Based Framework for Sim2real Robot Learning
by: van der Heijden, Bas, et al.
Published: (2024)
by: van der Heijden, Bas, et al.
Published: (2024)
Skill Transfer and Discovery for Sim-to-Real Learning: A Representation-Based Viewpoint
by: Ma, Haitong, et al.
Published: (2024)
by: Ma, Haitong, et al.
Published: (2024)
Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation
by: Maddukuri, Abhiram, et al.
Published: (2025)
by: Maddukuri, Abhiram, et al.
Published: (2025)
Dual Action Policy for Robust Sim-to-Real Reinforcement Learning
by: Terence, Ng Wen Zheng, et al.
Published: (2024)
by: Terence, Ng Wen Zheng, et al.
Published: (2024)
RAFL: Generalizable Sim-to-Real of Soft Robots with Residual Acceleration Field Learning
by: Cho, Dong Heon, et al.
Published: (2026)
by: Cho, Dong Heon, et al.
Published: (2026)
Dynamics-Decoupled Trajectory Alignment for Sim-to-Real Transfer in Reinforcement Learning for Autonomous Driving
by: Steinecker, Thomas, et al.
Published: (2025)
by: Steinecker, Thomas, et al.
Published: (2025)
Unified Locomotion Transformer with Simultaneous Sim-to-Real Transfer for Quadrupeds
by: Liu, Dikai, et al.
Published: (2025)
by: Liu, Dikai, et al.
Published: (2025)
DiAReL: Reinforcement Learning with Disturbance Awareness for Robust Sim2Real Policy Transfer in Robot Control
by: Malmir, Mohammadhossein, et al.
Published: (2023)
by: Malmir, Mohammadhossein, et al.
Published: (2023)
Autoregressive Action Sequence Learning for Robotic Manipulation
by: Zhang, Xinyu, et al.
Published: (2024)
by: Zhang, Xinyu, et al.
Published: (2024)
Bridging the Sim-to-Real Gap for Athletic Loco-Manipulation
by: Fey, Nolan, et al.
Published: (2025)
by: Fey, Nolan, et al.
Published: (2025)
TRANSIC: Sim-to-Real Policy Transfer by Learning from Online Correction
by: Jiang, Yunfan, et al.
Published: (2024)
by: Jiang, Yunfan, et al.
Published: (2024)
Humanoid-Gym: Reinforcement Learning for Humanoid Robot with Zero-Shot Sim2Real Transfer
by: Gu, Xinyang, et al.
Published: (2024)
by: Gu, Xinyang, et al.
Published: (2024)
Vision-based DRL Autonomous Driving Agent with Sim2Real Transfer
by: Li, Dianzhao, et al.
Published: (2023)
by: Li, Dianzhao, et al.
Published: (2023)
X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real
by: Dan, Prithwish, et al.
Published: (2025)
by: Dan, Prithwish, et al.
Published: (2025)
Benchmarking the Sim-to-Real Gap in Cloth Manipulation
by: Blanco-Mulero, David, et al.
Published: (2023)
by: Blanco-Mulero, David, et al.
Published: (2023)
LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots
by: Wu, Peilin, et al.
Published: (2024)
by: Wu, Peilin, et al.
Published: (2024)
Learning to Transfer Human Hand Skills for Robot Manipulations
by: Park, Sungjae, et al.
Published: (2025)
by: Park, Sungjae, et al.
Published: (2025)
Post-Convergence Sim-to-Real Policy Transfer: A Principled Alternative to Cherry-Picking
by: Khor, Dylan, et al.
Published: (2025)
by: Khor, Dylan, et al.
Published: (2025)
Time-Unified Diffusion Policy with Action Discrimination for Robotic Manipulation
by: Niu, Ye, et al.
Published: (2025)
by: Niu, Ye, et al.
Published: (2025)
Reconciling Reality through Simulation: A Real-to-Sim-to-Real Approach for Robust Manipulation
by: Torne, Marcel, et al.
Published: (2024)
by: Torne, Marcel, et al.
Published: (2024)
Sim2Real Reinforcement Learning for Soccer skills
by: Spraggett, Jonathan
Published: (2025)
by: Spraggett, Jonathan
Published: (2025)
SplatSim: Zero-Shot Sim2Real Transfer of RGB Manipulation Policies Using Gaussian Splatting
by: Qureshi, Mohammad Nomaan, et al.
Published: (2024)
by: Qureshi, Mohammad Nomaan, et al.
Published: (2024)
Sim-to-Real Transfer of Deep Reinforcement Learning Agents for Online Coverage Path Planning
by: Jonnarth, Arvi, et al.
Published: (2024)
by: Jonnarth, Arvi, et al.
Published: (2024)
DrEureka: Language Model Guided Sim-To-Real Transfer
by: Ma, Yecheng Jason, et al.
Published: (2024)
by: Ma, Yecheng Jason, et al.
Published: (2024)
Transferring Dexterous Manipulation from GPU Simulation to a Remote Real-World TriFinger
by: Allshire, Arthur, et al.
Published: (2021)
by: Allshire, Arthur, et al.
Published: (2021)
Similar Items
-
The Shortcomings of Force-from-Motion in Robot Learning
by: Aljalbout, Elie, et al.
Published: (2024) -
LIMT: Language-Informed Multi-Task Visual World Models
by: Aljalbout, Elie, et al.
Published: (2024) -
Guided Decoding for Robot On-line Motion Generation and Adaption
by: Chen, Nutan, et al.
Published: (2024) -
Embedded Image-to-Image Translation for Efficient Sim-to-Real Transfer in Learning-based Robot-Assisted Soft Manipulation
by: Colan, Jacinto, et al.
Published: (2024) -
Sim-to-Real Transfer for Mobile Robots with Reinforcement Learning: from NVIDIA Isaac Sim to Gazebo and Real ROS 2 Robots
by: Salimpour, Sahar, et al.
Published: (2025)