| Author | Title |
| Raffman, Diana | Language, Music, and Mind |
| Ram, Ashwin | Understanding Language Understanding |
| Ram, Ashwin | Goal-Driven Learning |
| Ramón, Santiago | Advice for a Young Investigator |
| Ranka, Sanjay | Elements of Artificial Neural Networks |
| Rao, Rajesh P. N. | Probabilistic Models of the Brain |
| Rawlins, Gregory J. E. | Slaves of the Machine |
| Rawlins, Gregory J. E. | Moths to the Flame |
| Recanati, François | Oratio Obliqua, Oratio Recta |
| Redish, A. David | Beyond the Cognitive Map |
| Reed, Russell D. | Neural Smithing |
| Regier, Terry | The Human Semantic Potential |
| Reiter, Raymond | Knowledge in Action |
| Resnik, Philip | The Balancing Act |
| Rice, Ronald E. | Accessing and Browsing Information and Communication |
| Riolo, Rick L. | Genetic Programming 1996 |
| Rips, Lance J. | Similarity and Symbols in Human Thinking |
| Rips, Lance J. | The Psychology of Proof |
| Rissland, Edwina L. | Cognitive Science: An Introduction - 2nd Edition |
| Rivest, Ronald L. | Computational Learning Theory and Natural Learning Systems - Vol. II |
| Rizzolatti, Giacomo | From Monkey Brain to Human Brain |
| Roberts, Richard D. | Emotional Intelligence |
| Robertson, Lynn C. | The Two Sides of Perception |
| Rock, Irvin | Inattentional Blindness |
| Rock, Irvin | Indirect Perception |
| Rockwell, W. Teed | Neither Brain nor Ghost |
| Roitblat, Herbert L. | From Animals to Animats 6 |
| Roitblat, Herbert L. | Comparative Approaches to Cognitive Science |
| Roitblat, Herbert L. | From Animals to Animats 2 |
| Rorty, Amélie Oksenberg | Identity, Character, and Morality |
| Rosch, Eleanor | The Embodied Mind |
| Rosenbaum, David A. | Timing of Behavior |
| Rosenfeld, Edward | Neurocomputing |
| Rosenfeld, Edward | Talking Nets |
| Ross, Don | Economic Theory and Cognitive Science |
| Ross, Don | Dennett's Philosophy |
| Ross, Robert | Heterogeneous Agent Systems |
| Rotenberg, Marc | Technology and Privacy |
| Royer, James S. | Systems That Learn - 2nd Edition |
| Rubinstein, Ariel | Modeling Bounded Rationality |
| Rumelhart, David E. | Parallel Distributed Processing - Vol. 1 |
| Rumelhart, David E. | Explorations in Parallel Distributed Processing - Macintosh version |
| Rumelhart, David E. | Parallel Distributed Processing - Vol. 2 |
| Russell, Tamara | Methods in Mind |
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