Planning and control in stochastic domains with imperfect information

Complexity of finite-horizon Markov decision process problems

Journal of the ACM (JACM)

Planning and Control in Artificial Intelligence: A Unifying Perspective

Applied Intelligence

Solving Partially Observable Problems by Evolution and Learning of Finite State Machines

ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware

Toward Optimal Classifier System Performance in Non-Markov Environments

Evolutionary Computation

Heuristic anytime approaches to stochastic decision processes

Journal of Heuristics

Value-function approximations for partially observable Markov decision processes

Journal of Artificial Intelligence Research

Speeding up the convergence of value iteration in partially observable Markov decision processes

Journal of Artificial Intelligence Research

Nonapproximability results for partially observable Markov decision processes

Journal of Artificial Intelligence Research

A framework for sequential planning in multi-agent settings

Journal of Artificial Intelligence Research

Incremental methods for computing bounds in partially observable Markov decision processes

AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence

Empirically evaluating the application of reinforcement learning to the induction of effective and adaptive pedagogical strategies

User Modeling and User-Adapted Interaction

Dynamic traffic splitting to parallel wireless networks with partial information: A Bayesian approach

Performance Evaluation

Solving POMDPs by searching the space of finite policies

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence

Learning finite-state controllers for partially observable environments

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence

A simple index rule for efficient traffic splitting over parallel wireless networks with partial information

Performance Evaluation