Simulation models are often not used to their full potential in the decision-making process. The default simulation strategy of simple serial replication of fixed length runs mean...
While exploring to nd better solutions, an agent performing online reinforcement learning (RL) can perform worse than is acceptable. In some cases, exploration might have unsafe, ...
Satinder P. Singh, Andrew G. Barto, Roderic A. Gru...
In a distributed storage system, client caches managed on the basis of small granularity objects can provide better memory utilization then page-based caches. However, object serv...
: Electronic commerce is widely expected to promote "friction-free" capitalism, with consumers sending software agents to scour the Net for the best deals. Many distribut...
Heuristic forward search is the dominant approach to satisficing planning to date. Most successful planning systems, however, go beyond plain heuristic search by employing various...