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» Metric learning for reinforcement learning agents
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96
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ML
1998
ACM
101views Machine Learning» more  ML 1998»
15 years 4 days ago
Elevator Group Control Using Multiple Reinforcement Learning Agents
Recent algorithmic and theoretical advances in reinforcement learning (RL) have attracted widespread interest. RL algorithmshave appeared that approximatedynamic programming on an ...
Robert H. Crites, Andrew G. Barto
106
Voted
HIS
2004
15 years 1 months ago
Stigmergy in Multi Agent Reinforcement Learning
In this paper, we describe how certain aspects of the biological phenomena of stigmergy can be imported into multiagent reinforcement learning (MARL), with the purpose of better e...
Raghav Aras, Alain Dutech, François Charpil...
ECAI
2010
Springer
15 years 1 months ago
The Dynamics of Multi-Agent Reinforcement Learning
Abstract. Infinite-horizon multi-agent control processes with nondeterminism and partial state knowledge have particularly interesting properties with respect to adaptive control, ...
Luke Dickens, Krysia Broda, Alessandra Russo
EUSFLAT
2001
144views Fuzzy Logic» more  EUSFLAT 2001»
15 years 1 months ago
Adaptive torque control using a connectionist reinforcement learning agent
The correction of angular misalignment between mating components is a fundamental requirement for their successful assembly. In this paper we present how a learning agent based on...
Lorenzo Brignone, Martin Howarth, S. Sivayoganatha...
ATAL
2007
Springer
15 years 6 months ago
Reinforcement learning with utility-aware agents for market-based resource allocation
Categories and Subject Descriptors Artificial Intelligence Distributed Artificial Intelligence General Terms Keywords
Eduardo Rodrigues Gomes, Ryszard Kowalczyk