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ICML
2007
IEEE
14 years 7 months ago
Multi-task reinforcement learning: a hierarchical Bayesian approach
We consider the problem of multi-task reinforcement learning, where the agent needs to solve a sequence of Markov Decision Processes (MDPs) chosen randomly from a fixed but unknow...
Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepa...
ESANN
2006
13 years 8 months ago
A multiagent architecture for concurrent reinforcement learning
In this paper we propose a multiagent architecture for implementing concurrent reinforcement learning, an approach where several agents, sharing the same environment, perceptions ...
Victor Uc Cetina
ICAART
2010
INSTICC
14 years 4 months ago
A Reinforcement Learning Approach for Multiagent Navigation
Francisco Martinez-Gil, Fernando Barber, Miguel Lo...
IJAIT
2008
60views more  IJAIT 2008»
13 years 7 months ago
A Hybrid Multiagent Reinforcement Learning Approach Using Strategies and Fusion
Ioannis Partalas, Ioannis Feneris, Ioannis P. Vlah...
ROBOCUP
2005
Springer
134views Robotics» more  ROBOCUP 2005»
14 years 14 days ago
Simultaneous Learning to Acquire Competitive Behaviors in Multi-agent System Based on Modular Learning System
The existing reinforcement learning approaches have been suffering from the policy alternation of others in multiagent dynamic environments. A typical example is a case of RoboCup...
Yasutake Takahashi, Kazuhiro Edazawa, Kentarou Nom...