| Natural Language Generation as Constraint-Based Configuration | p. 1 |
| Issues of Multilinguality in the Automatic Generation of Administrative Instructional Texts | p. 13 |
| Extending Q-learning to Fuzzy Classifier Systems | p. 25 |
| Fuzzy Cognitive Maps in Multi-Agent Environments | p. 37 |
| Multiple Predicate Learning with RTL | p. 44 |
| Learning While Solving Problems in Single Agent Search: Preliminary Results | p. 56 |
| Automatic Construction of Navigable Concept Networks Characterizing Text Databases | p. 67 |
| Temporal Prediction: Dealing with Change and Interactions within a Causal Framework | p. 79 |
| Non-first-order Features in Concept Languages | p. 91 |
| PDL-based Framework for Reasoning about Actions | p. 103 |
| Dependency Graphs in Natural Language Processing | p. 115 |
| Integrating Shallow and Linguistic Techniques for Information Extraction from Text | p. 127 |
| Recognizing Preliminary Sentences in Dialogue Interpretation | p. 139 |
| Contextuality and Non-extensional Identity: the Inescapable Symbiosis in NLP | p. 145 |
| Priorities in Default Logic Revisited | p. 152 |
| Booleau Approach for Representing and Solving Constraint-satisfaction Problems | p. 163 |
| Composing Decision Procedures: The Approach and a Case Study | p. 175 |
| Knowledge Representation, Exemplification, and the Gupta-Belnap Theory of Circular Definitions | p. 187 |
| TRDL: A Language for Conceptual Modelling in Information Systems Engineering | p. 199 |
| The Different Roles of Abstraction in Abductive Reasoning | p. 211 |
| A Cognitive Model of Causal Reasoning about the Physical World | p. 217 |
| A Generalized Approach to Consistency Based Belief Revision | p. 231 |
| A framework for Dealing with Belief-Goal Dynamics | p. 237 |
| Evolving non-Trivial Behaviors on Real Robots: An Autonomous Robot that Picks up Objects | p. 243 |
| A Formal Domain Description Language for a Temporal Planner | p. 255 |
| A Method for Solving Multiple Autonomous Robots Collisions Problem Using Space and Time Representation | p. 261 |
| Mapping Symbolic Knowledge into Locally Receptive Field Networks | p. 267 |
| Knowledge Representation for Robotic Vision Based on Conceptual Spaces and Attentive Mechanisms | p. 279 |
| A Weakest Precondition Semantics for Conditional Planning | p. 291 |
| A Cognitive Hybrid Model for Autonomous Navigation | p. 303 |
| Using a Chemical Metaphor to Implement Autonomous Systems | p. 315 |
| Modeling Process Diagnostic Knowledge Through Causal Networks | p. 323 |
| Formalizing Reasoning About Change: A Temporal Diagnosis Approach | p. 335 |
| Preventive Diagnosis: Definition and Logical Model | p. 347 |
| Learning Programs in Different Paradigms Using Genetic Programming | p. 353 |
| Revision of Logical Theories | p. 365 |
| Reformulation of Examples in Concept Learning of Structural Descriptions | p. 377 |
| Integrated Model - a proposal to Handle Noise | p. 389 |
| Exceptions-Based Synthesis of Boolean Functions as a Core Mechanism to Perform Concept Learning | p. 395 |
| Seeing is Believing - And so are Hearing and Jumping | p. 402 |
| Agents as Reasoners, Observers or Believers | p. 414 |
| Modelling Interactions in Agent System | p. 426 |
| Agent Coordination and Control through Logic Theories | p. 439 |
| Author Index | p. 451 |
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