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NIPS
2007
15 years 10 days ago
Random Sampling of States in Dynamic Programming
We combine three threads of research on approximate dynamic programming: sparse random sampling of states, value function and policy approximation using local models, and using lo...
Christopher G. Atkeson, Benjamin Stephens
87
Voted
ESANN
2006
15 years 9 days ago
A multiagent architecture for concurrent reinforcement learning
In this paper we propose a multiagent architecture for implementing concurrent reinforcement learning, an approach where several agents, sharing the same environment, perceptions ...
Victor Uc Cetina
FORTE
2003
15 years 9 days ago
Progressive Solutions to a Parallel Automata Equation
In this paper, we consider the problem of deriving a component X of a system knowing the behavior of the whole system C and the other components A. The component X is derived by s...
Sergey Buffalov, Khaled El-Fakih, Nina Yevtushenko...
82
Voted
UAI
2004
15 years 8 days ago
Identifying Conditional Causal Effects
This paper concerns the assessment of the effects of actions from a combination of nonexperimental data and causal assumptions encoded in the form of a directed acyclic graph in w...
Jin Tian
73
Voted
DEFORM
2000
15 years 8 days ago
Communicative Autonomous Agents
: We present a way to mix the lower control of agents with the high level specifications of their goals. This paper addresses various topics required to animate virtual humans in a...
Angela Caicedo, Jean-Sébastien Monzani, Dan...