Towards a general theory of action and time
Artificial Intelligence
Planning for conjunctive goals
Artificial Intelligence
Logical foundations of artificial intelligence
Logical foundations of artificial intelligence
An algorithm for solving the job-shop problem
Management Science
Constraint satisfaction algorithms
Computational Intelligence
Formalizing planning knowledge for hierarchical planning
Computational Intelligence
ADL: exploring the middle ground between STRIPS and the situation calculus
Proceedings of the first international conference on Principles of knowledge representation and reasoning
Can AI planners solve practical problems?
Computational Intelligence
Artificial Intelligence - Special issue on knowledge representation
A validation-structure-based theory of plan modification and reuse
Artificial Intelligence
Systematic and nonsystematic search strategies
Proceedings of the first international conference on Artificial intelligence planning systems
Conditional nonlinear planning
Proceedings of the first international conference on Artificial intelligence planning systems
EXCALIBUR: a program for planning and reasoning with processes
Artificial Intelligence
In search of the best constraint satisfaction search
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Noise strategies for improving local search
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Essentials of artificial intelligence
Essentials of artificial intelligence
Experimental evaluation of preprocessing algorithms for constraint satisfaction problems
Artificial Intelligence
Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
Planning with continuous change
Planning with continuous change
Semantics for hierarchical task-network planning
Semantics for hierarchical task-network planning
Temporal planning with continuous change
AAAI'94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 2)
Experimental results on the application of satisfiability algorithms to scheduling problems
AAAI'94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 2)
AAAI'94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 2)
Artificial Intelligence - Special volume on planning and scheduling
Planning under time constraints in stochastic domains
Artificial Intelligence - Special volume on planning and scheduling
Complexity, decidability and undecidability results for domain-independent planning
Artificial Intelligence - Special volume on planning and scheduling
Artificial Intelligence - Special volume on planning and scheduling
Artificial Intelligence - Special volume on planning and scheduling
An algorithm for probabilistic planning
Artificial Intelligence - Special volume on planning and scheduling
Nonsystematic backtracking search
Nonsystematic backtracking search
Hierarchical task network planning: formalization, analysis, and implementation
Hierarchical task network planning: formalization, analysis, and implementation
Fast planning through planning graph analysis
Artificial Intelligence
Abstraction and approximate decision-theoretic planning
Artificial Intelligence
Procedural reasoning in constraint satisfaction
Procedural reasoning in constraint satisfaction
Remote Agent: to boldly go where no AI system has gone before
Artificial Intelligence - Special issue: artificial intelligence 40 years later
Boosting combinatorial search through randomization
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Extending Graphplan to handle uncertainty and sensing actions
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Using temporal logics to express search control knowledge for planning
Artificial Intelligence
Synthesizing constraint expressions
Communications of the ACM
Scheduling Algorithms
Markov Decision Processes: Discrete Stochastic Dynamic Programming
Markov Decision Processes: Discrete Stochastic Dynamic Programming
Local Search in Combinatorial Optimization
Local Search in Combinatorial Optimization
Artificial Intelligence
Temporal Planning with Mutual Exclusion Reasoning
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
SHOP: Simple Hierarchical Ordered Planner
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Dynamic Variable Ordering in CSPs
CP '95 Proceedings of the First International Conference on Principles and Practice of Constraint Programming
Extending Planning Graphs to an ADL Subset
ECP '97 Proceedings of the 4th European Conference on Planning: Recent Advances in AI Planning
Combining the Expressivity of UCPOP with the Efficiency of Graphplan
ECP '97 Proceedings of the 4th European Conference on Planning: Recent Advances in AI Planning
Planning as Heuristic Search: New Results
ECP '99 Proceedings of the 5th European Conference on Planning: Recent Advances in AI Planning
A value-directed approach to planning
A value-directed approach to planning
Passive and active decision postponement in plan generation
Passive and active decision postponement in plan generation
Decision-theoretic planning
Combining satisfiability techniques from AI and OR
The Knowledge Engineering Review
Automatic SAT-compilation of planning problems
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Planning for contingencies: a decision-based approach
Journal of Artificial Intelligence Research
When gravity fails: local search topology
Journal of Artificial Intelligence Research
Heuristics based on unit propagation for satisfiability problems
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Performance test of local search algorithms using new types of random CNF formulas
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Fast planning through planning graph analysis
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Planning with sharable resource constraints
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
AI planning versus manufacturing-operation planning: a case study
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Is "early commitment" in plan generation ever a good idea?
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Pushing the envelope: planning, propositional logic, and stochastic search
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Texture-based heuristics for scheduling revisited
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Neighborhood inverse consistency preprocessing
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Heuristic-biased stochastic sampling
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
A complexity analysis of space-bounded learning algorithms for the constraint satisfaction problem
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Weighting for godot: learning heuristics for GSAT
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Planning as constraint satisfaction: solving the planning graph by compiling it into CSP
Artificial Intelligence
A Temporal Planning System for Time-Optimal Planning
EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
On Reformulating Planning as Dynamic Constraint Satisfaction
SARA '02 Proceedings of the 4th International Symposium on Abstraction, Reformulation, and Approximation
Architecture Considerations for Interoperable Multi-modal Assistant Systems
DSV-IS '02 Proceedings of the 9th International Workshop on Interactive Systems. Design, Specification, and Verification
A Day in an Astronaut's Life: Reflections on Advanced Planning and Scheduling Technology
IEEE Intelligent Systems
Staff scheduling for inbound call centers and customer contact centers
Eighteenth national conference on Artificial intelligence
Perspectives on artificial intelligence planning
Eighteenth national conference on Artificial intelligence
On the intersection of AI and OR
The Knowledge Engineering Review
Combining linear programming and satisfiability solving for resource planning
The Knowledge Engineering Review
The Knowledge Engineering Review
Constraint Solving for Proof Planning
Journal of Automated Reasoning
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Processes and continuous change in a SAT-based planner
Artificial Intelligence
Branching and pruning: an optimal temporal POCL planner based on constraint programming
Artificial Intelligence
Coordinating Competitive Agents in Dynamic Airport Resource Scheduling
MATES '07 Proceedings of the 5th German conference on Multiagent System Technologies
Managing concurrency in temporal planning using planner-scheduler interaction
Artificial Intelligence
Experimental Evaluation of a Planning Language Suitable for Formal Verification
Model Checking and Artificial Intelligence
A theoretic and practical framework for scheduling in a stochastic environment
Journal of Scheduling
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Branching and pruning: an optimal temporal POCL planner based on constraint programming
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Tractable classes of metric temporal problems with domain rules
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Exploiting the structure of hierarchical plans in temporal constraint propagation
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
VHPOP: versatile heuristic partial order planner
Journal of Artificial Intelligence Research
Probabilistic hybrid action models for predicting concurrent percept-driven robot behavior
Journal of Artificial Intelligence Research
Engineering a conformant probabilistic planner
Journal of Artificial Intelligence Research
Refining the execution of abstract actions with learned action models
Journal of Artificial Intelligence Research
WSEAS Transactions on Systems and Control
Reviving partial order planning
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Representing flexible temporal behaviors in the situation calculus
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Processes and continuous change in a SAT-based planner
Artificial Intelligence
Branching and pruning: An optimal temporal POCL planner based on constraint programming
Artificial Intelligence
Staff scheduling for inbound call centers and customer contact centers
IAAI'02 Proceedings of the 14th conference on Innovative applications of artificial intelligence - Volume 1
Measuring the expected gain of communicating constraint information
Multiagent and Grid Systems - Planning in multiagent systems
A constraint-based model for multi-objective repair planning
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
LP-TPOP: integrating planning and scheduling through constraint programming
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Plan-based control of robotic agents: improving the capabilities of autonomous robots
Plan-based control of robotic agents: improving the capabilities of autonomous robots
A multiagent architecture for controlling the Palamede satellite
Web Intelligence and Agent Systems
The Knowledge Engineering Review
The Knowledge Engineering Review
Relaxing Regression for a Heuristic GOLOG
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Planning under continuous time and resource uncertainty: a challenge for AI
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
An architecture for defeasible-reasoning-based cooperative distributed planning
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part I
An integrated and flexible architecture for planning and scheduling
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Planning for a mobile robot to attend a conference
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Plans and planning in smart homes
Designing Smart Homes
Defeasible argumentation for multi-agent planning in ambient intelligence applications
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Flexible Plan Verification: Feasibility Results
Fundamenta Informaticae - RCRA 2009 Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion
Cooperative dialogues for defeasible argumentation-based planning
ArgMAS'11 Proceedings of the 8th international conference on Argumentation in Multi-Agent Systems
Context-Aware Multi-Agent Planning in intelligent environments
Information Sciences: an International Journal
A resource enhanced HTN planning approach for emergency decision-making
Applied Intelligence
Flexible execution of partial order plans with temporal constraints
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Distributed reasoning for multiagent simple temporal problems
Journal of Artificial Intelligence Research
Interactive activity recognition and prompting to assist people with cognitive disabilities
Journal of Ambient Intelligence and Smart Environments - Home-based Health and Wellness Measurement and Monitoring
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Planning research in Artificial Intelligence (AI) has often focused on problems where there are cascading levels of action choice and complex interactions between actions. In contrast, scheduling research has focused on much larger problems where there is little action choice, but the resulting ordering problem is hard. In this paper, we give an overview of AI planning and scheduling techniques, focusing on their similarities, differences, and limitations. We also argue that many difficult practical problems lie somewhere between planning and scheduling, and that neither area has the right set of tools for solving these vexing problems.