1032 search results - page 113 / 207 » Efficient Learning of Neural Networks with Evolutionary Algo... |
128
Voted
IJAR
2006
15 years 3 months ago
2006
Probabilistic decision graphs (PDGs) are a representation language for probability distributions based on binary decision diagrams. PDGs can encode (context-specific) independence...
128
Voted
ML
1998
ACM
15 years 3 months ago
1998
ACM
We use simulated soccer to study multiagent learning. Each team's players (agents) share action set and policy, but may behave di erently due to position-dependent inputs. All...
113
Voted
GECCO
2005
Springer
15 years 9 months ago
2005
Springer
In this paper we investigate the emergence of communication in competitive multi-agent systems. A competitive environment is created with two teams of agents competing in an explo...
121
Voted
IJCNN
2006
IEEE
15 years 9 months ago
2006
IEEE
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
226
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ATAL
2008
Springer
15 years 5 months ago
2008
Springer
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...