Sciweavers

473 search results - page 13 / 95
» Programmable Reinforcement Learning Agents
Sort
View
222
Voted
ATAL
2008
Springer
15 years 4 months ago
Efficient multi-agent reinforcement learning through automated supervision
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in large-scale systems. In this work, we develop a supervision fr...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
68
Voted
ATAL
2004
Springer
15 years 8 months ago
Hierarchical Reinforcement Learning in Communication-Mediated Multiagent Coordination
Felix A. Fischer, Michael Rovatsos, Gerhard Wei&sz...
109
Voted
ILP
2000
Springer
15 years 6 months ago
Using ILP to Improve Planning in Hierarchical Reinforcement Learning
Hierarchical reinforcement learning has been proposed as a solution to the problem of scaling up reinforcement learning. The RLTOPs Hierarchical Reinforcement Learning System is an...
Mark D. Reid, Malcolm R. K. Ryan