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Using Tactile Sensing to Improve the Sample Efficiency and Performance of Deep Deterministic[...]
2.1 Simulator
2.4 Task Environments
2.4.1 HandManipulateEgg (HME)
2.1 Simulator
2.2 Touch Simulation
2.3 Reinforcement Learning and Training
2.4 Task Environments
2.4.1 HandManipulateEgg (HME)
2.4.2 HandManipulatePenRotate (HMPR)
2.4.3 HandManipulateBlock (HMB)
2.4.4 HandManipulateBlockRotateXYZ (HMBRXYZ)
2.5 Experimental Analysis Techniques
3 Results
4 Discussion
5 Conclusion
Data Availability Statement
Author Contributions
Funding
Acknowledgments
References
Appendix
Aufsatz in einer Zeitschrift
Using Tactile Sensing to Improve the Sample Efficiency and Performance of Deep Deterministic Policy Gradients for Simulated In-Hand Manipulation Tasks
Entstehung
2021
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