expert policy
Imitation learning (IL) aims to mimic the behavior of an expert in a sequential decision making task by learning from demonstrations, and has been widely applied
Full experimental details are provided in Appendix C.
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > United States > Illinois > Cook County > Chicago (0.04)
- Asia > Middle East > Jordan (0.04)
Genre:
- Research Report > New Finding (0.93)
- Research Report > Experimental Study (0.92)
Industry:
- Education (0.93)
- Information Technology (0.92)
- Transportation (0.67)
Technology:
Information Maximizing Curriculum: A Curriculum-Based Approach for Imitating Diverse Skills Denis Blessing
Imitation learning uses data for training policies to solve complex tasks.
Country:
- Europe > Germany > Baden-Württemberg > Karlsruhe Region > Karlsruhe (0.04)
- North America > United States > Illinois > Cook County > Chicago (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Middle East > Jordan (0.04)
Technology:
Learning Safe Policies with Expert Guidance
Jessie Huang, Fa Wu, Doina Precup, Yang Cai
Neural Information Processing Systems http://nips.cc/
Country:
- North America > Canada > Quebec > Montreal (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Poland (0.04)
Technology:
Country:
- North America > Canada (0.04)
- Europe > Belgium > Brussels-Capital Region > Brussels (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- (5 more...)
Technology:
cc4d9cfc45325e460b455a820d5f212c-Paper-Conference.pdf
Moreover, we highlight the benefits of our approach in two practically relevant settings (a) expertcompression,i.e.
bef8e5620c699630405adafaa86cb038-Paper-Conference.pdf
Many potential applications of reinforcement learning (RL) have intractably-large state spaces.
Country:
- North America > United States > Washington > King County > Seattle (0.04)
- North America > United States > Illinois (0.04)
- North America > Canada (0.04)
Technology:
Country:
- Europe > Germany > Hesse > Darmstadt Region > Darmstadt (0.04)
- North America > Canada (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Data Science > Data Mining (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.69)
- (3 more...)
Technology: