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UAI
2004
13 years 6 months ago
Solving Factored MDPs with Continuous and Discrete Variables
Although many real-world stochastic planning problems are more naturally formulated by hybrid models with both discrete and continuous variables, current state-of-the-art methods ...
Carlos Guestrin, Milos Hauskrecht, Branislav Kveto...
AIIDE
2006
13 years 6 months ago
The Self Organization of Context for Learning in MultiAgent Games
Reinforcement learning is an effective machine learning paradigm in domains represented by compact and discrete state-action spaces. In high-dimensional and continuous domains, ti...
Christopher D. White, Dave Brogan
CCE
2004
13 years 4 months ago
Dynamic programming in a heuristically confined state space: a stochastic resource-constrained project scheduling application
The Resource-Constrained Project Scheduling Problem(RCPSP) is a significant challenge in highly regulated industries, such as pharmaceuticals and agrochemicals, where a large numb...
Jaein Choi, Matthew J. Realff, Jay H. Lee
ECBS
2010
IEEE
209views Hardware» more  ECBS 2010»
13 years 9 months ago
Continuous Verification of Large Embedded Software Using SMT-Based Bounded Model Checking
The complexity of software in embedded systems has increased significantly over the last years so that software verification now plays an important role in ensuring the overall pr...
Lucas Cordeiro, Bernd Fischer 0002, João Ma...
HYBRID
2007
Springer
13 years 11 months ago
A Partial Order Approach to Discrete Dynamic Feedback in a Class of Hybrid Systems
Abstract. We consider the dynamic feedback problem in a class of hybrid systems modeled as (infinite) state deterministic transition systems, in which the continuous variables are...
Domitilla Del Vecchio