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FATES
2006
Springer
13 years 8 months ago
Online Testing with Reinforcement Learning
Margus Veanes, Pritam Roy, Colin Campbell
KES
2004
Springer
13 years 10 months ago
Coordination in Multiagent Reinforcement Learning Systems
This paper presents a novel method for on-line coordination in multiagent reinforcement learning systems. In this method a reinforcement-learning agent learns to select its action ...
M. A. S. Kamal, Junichi Murata
ICML
1996
IEEE
14 years 5 months ago
On-Line Adaptation of a Signal Predistorter through Dual Reinforcement Learning
Patrick Goetz, Shailesh Kumar, Risto Miikkulainen
EWRL
2008
13 years 6 months ago
Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case
We consider reinforcement learning in the parameterized setup, where the model is known to belong to a parameterized family of Markov Decision Processes (MDPs). We further impose ...
Kirill Dyagilev, Shie Mannor, Nahum Shimkin
NIPS
2000
13 years 6 months ago
Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...
Brian Sallans, Geoffrey E. Hinton