| T. Wagner and V. Lesser. Design-to-Criteria Scheduling: Real-Time Agent Control. In Infrastructure for Agents, Multi-Agent Systems, and Scalable MAS, LNCS. SpringerVerlag, 2001. |
....as plan li2 brary or through a runtime learning process[8] This information is represented, along with other goal achievement and alternative plan information, in a T MS task structure [2, 5] discussed in more detail in section 3. 1) A planning component, the Design to Criteria scheduler (DTC) [16, 17], uses these T MS task structures, along with the quantitativeknowledge of action interdependence and deadlines, to select the most appropriate plan given currentenvironmental conditions. This plan is used bythe Partial Order Scheduler process to determine when individual actions should be ....
....while still respecting that deadline. Because T MS models duration uncertainty, the issue of whether or not a task will miss its deadline involves probabilities rather than simple discrete points. The techniques used to reason about the probability of missing a hard deadline are presented in [17]. It selects for execution the plan ##############, ############, and ############. After they are selected, the plans will be used by the partial order scheduler to evaluate precedence and resource constraints, which determine when individual methods will be performed. ### ####### ##### ....
Thomas Wagner and Victor Lesser. Design-toCriteria Scheduling: Real-Time Agent Control. In O. Rana and T. Wagner, editors, ############## ### ########### ########### #######, Lecture Notes in Computer Science. Springer-Verlag, Berlin, 2000.
No context found.
T. Wagner and V. Lesser. Design-to-Criteria Scheduling: Real-Time Agent Control. In Infrastructure for Agents, Multi-Agent Systems, and Scalable MAS, LNCS. SpringerVerlag, 2001.
No context found.
T. Wagner, V. Lesser, Design-to-Criteria scheduling: Real-time agent control, Computer Science Technical Report TR-99-58, University of Massachusetts at Amherst, 1999. Under review.
....Factored MDPs are compact representations of MDPs using Bayesian Networks. This work differs from previous work since it reasons about time at all levels of the decision process and not only at the primitive action level. 2. Parametrized Domain Level Scheduling: The Design to Criteria(DTC) [47, 48] scheduler will serve as the domain scheduler and will be extended significantly to fit the requirements of the system. DTC will be modified to handle scheduling effort, slack and horizon as first class objects. The extended DTC will accept parameters which constrain the effort spent on scheduling ....
Thomas Wagner and Victor Lesser. Design-to-Criteria Scheduling: Real-Time Agent Control. In O. Rana and T. Wagner, editors, Infrastructure for Large-Scale Multi-Agent Systems, Lecture Notes in Computer Science. Springer-Verlag, Berlin,
....quality. As mentioned earlier, the MDP state space of task structures modeling real world applications undergoes a combinatorial explosion. For task structures with 30 40 primitive actions, the DTC scheduler takes generally less than ten seconds to execute on a mid range Pentium III running Linux [17]. The contingency enhanced version of DTC requires more time and resources, however, because it generally explores only a portion of the possible solution 12 Crosses deadline) S0 UserBenchMarks S1 S7 S13 S21 S2 S3 S4 Terminate FindUserReviews UserBenchMarks S29 S34 S39 ....
Thomas Wagner and Victor Lesser. Design-to-Criteria Scheduling: Real-Time Agent Control. Computer Science Technical Report TR99 -58, University of Massachusetts at Amherst, March 2000. To appear in the 2000 AAAI Spring Symposium on Real-Time Autonomous Systems.
....modeling of alternative ways to perform tasks, the explicit and quantified modeling of interactions between tasks, and the characterization of primitive actions in terms of quality, cost, and duration. The issue of task modeling and the associated assumptions are discussed in more detail in [4, 16]. To ground further discussion consider the TMS task structure shown in Figure 1. The task structure is a conceptual, simplified sub graph of a task structure emitted by the BIG information gathering agent; it describes a portion of the information gathering process. The top level task is to ....
Thomas Wagner and Victor Lesser. Design-to-Criteria Scheduling: Real-Time Agent Control. Computer Science Technical Report TR-99-58, University of Massachusetts at Amherst, March 2000. To appear in the 2000 AAAI Spring Symposium on Real-Time Systems.
No context found.
T. Wagner and V. Lesser. Design-to-criteria scheduling: Real-time agent control. In Proc of AAAI 2000.
No context found.
T. Wagner and V. Lesser. Design-to-Criteria Scheduling: Real-Time Agent Control. Proceedings of AAAI 2000 Spring Symposium on Real-Time Autonomous Systems. 89-96, 2000.
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