252 search results - page 11 / 51 » Planning with predictive state representations |
ATAL
2007
Springer
14 years 4 months ago
2007
Springer
Reasoning about agents that we observe in the world is challenging. Our available information is often limited to observations of the agent’s external behavior in the past and p...
ATAL
2005
Springer
14 years 3 months ago
2005
Springer
The behavior of an agent is defined through the specification of plans and actions. Agents have a set of plans that are selected to be executed according to their goals (and other...
AAAI
2008
14 years 4 days ago
2008
This paper addresses the problem of plan recognition for multi-agent teams. Complex multi-agent tasks typically require dynamic teams where the team membership changes over time. ...
CORR
2010
Springer
13 years 8 months ago
2010
Springer
We propose a new approach to value function approximation which combines linear temporal difference reinforcement learning with subspace identification. In practical applications...
AIPS
2011
13 years 1 months ago
2011
We consider the problem of finding generalized plans for situations where the number of objects may be unknown and unbounded during planning. The input is a domain specification...