Visual Analysis of DDPG Models by Exploring the Space of Experience
Abstract
References
Index Terms
- Visual Analysis of DDPG Models by Exploring the Space of Experience
Recommendations
Multi-critic DDPG Method and Double Experience Replay
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)The remarkable Deep Deterministic Policy Gradient (DDPG) reinforcement learning method commonly consists of actor learning and critic learning. The actor learning highly relies on the critic learning, which makes the performance of DDPG method rather ...
Twin-Delayed DDPG: A Deep Reinforcement Learning Technique to Model a Continuous Movement of an Intelligent Robot Agent
ICVISP 2019: Proceedings of the 3rd International Conference on Vision, Image and Signal ProcessingIn this current research, Twin-Delayed DDPG (TD3) algorithm has been used to solve the most challenging virtual Artificial Intelligence application by training a 4-ant-legged robot as an Intelligent Agent to run across a field. Twin-Delayed DDPG (TD3) ...
A Modified Convergence DDPG Algorithm for Robotic Manipulation
AbstractToday, robotic arms are widely used in industry. Reinforcement learning algorithms are used frequently for controlling robotic arms in complex environments. One of the customs off-policy model-free actor-critic deep reinforcement learning for ...
Comments
Information & Contributors
Information
Published In
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Author Tags
Qualifiers
- Short-paper
- Research
- Refereed limited
Funding Sources
Conference
Acceptance Rates
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 30Total Downloads
- Downloads (Last 12 months)30
- Downloads (Last 6 weeks)1
Other Metrics
Citations
View Options
Get Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign inFull Access
View options
View or Download as a PDF file.
PDFeReader
View online with eReader.
eReaderHTML Format
View this article in HTML Format.
HTML Format