Markov Models
Country:
- North America > Canada (0.04)
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Agents (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.46)
WeightedQMIX: ExpandingMonotonicValue FunctionFactorisationforDeepMulti-Agent ReinforcementLearning
Neural Information Processing Systems
In this paradigm of centralised training for decentralised execution, QMIX [25] is a popular Qlearning algorithm with state-of-the-art performance ontheStarCraft Multi-Agent Challenge [26]. QMIX represents the optimal joint action value function using a monotonicmixing function of per-agent utilities.
Country: North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Agents (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.47)
A Learning Multi-Agent Communication through Structured Attentive Reasoning: Appendix
Neural Information Processing Systems
Recurrent experience replay in distributed reinforcement learning.
Country:
- North America > United States > Montana (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Agents > Agent Societies (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.47)
Country:
- North America > United States > Illinois > Cook County > Chicago (0.04)
- North America > United States > New Jersey > Middlesex County > Piscataway (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- (3 more...)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- (4 more...)
Country:
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > Michigan > Washtenaw County > Ann Arbor (0.04)
- (6 more...)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (0.67)
Industry:
- Information Technology (0.67)
- Health & Medicine (0.46)
Technology:
Country:
- North America > United States > Michigan (0.04)
- Asia > Japan > Honshū > Chūbu > Toyama Prefecture > Toyama (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.69)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.46)
References
Neural Information Processing Systems
A practical guide to training restricted boltzmann machines.
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.35)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.35)
Country:
- North America > United States > California > Los Angeles County > Long Beach (0.14)
- Europe > Switzerland > Zürich > Zürich (0.14)
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- (16 more...)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.46)
Country:
- North America > United States > California > Los Angeles County > Long Beach (0.14)
- Europe > Switzerland > Zürich > Zürich (0.14)
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.05)
- (16 more...)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.94)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.46)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.40)