| 2024 | ICRA | A Generalized Acquisition Function for Preference-based Reward Learning. | Evan Ellis, Gaurav R. Ghosal, Stuart J. Russell, Anca D. Dragan, Erdem Biyik |
| 2021 | AAAI | PAC Learning of Causal Trees with Latent Variables. | Prasad Tadepalli, Stuart J. Russell |
| 2019 | ICML | Cognitive model priors for predicting human decisions. | David D. Bourgin, Joshua C. Peterson, Daniel Reichman, Stuart J. Russell, Thomas L. Griffiths |
| 2002 | AAAI | State Abstraction for Programmable Reinforcement Learning Agents. | David Andre, Stuart J. Russell |
| 1993 | IJCAI | Provably Bounded Optimal Agents. | Stuart J. Russell, Devika Subramanian, Ronald Parr |
| 1991 | IJCAI | Composing Real-Time Systems. | Stuart J. Russell, Shlomo Zilberstein |
| 1989 | ICML | Declarative Bias for Structural Domains. | Benjamin N. Grosof, Stuart J. Russell |
| 1989 | ICML | Adaptive Learning of Decision-Theoretic Search Control Knowledge. | Eric Wefald, Stuart J. Russell |
| 1989 | IJCAI | Execution Architectures and Compilation. | Stuart J. Russell |
| 1989 | KR | Principles of Metareasoning. | Stuart J. Russell, Eric Wefald |
| 1988 | AAAI | IMEX: Overcoming Intactability In Explanation Based Learning. | Michael S. Braverman, Stuart J. Russell |
| 1988 | AAAI | Tree-Structured Bias. | Stuart J. Russell |
| 1988 | ICML | Boundaries of Operationality. | Michael S. Braverman, Stuart J. Russell |
| 1987 | AAAI | A Declarative Approach to Bias in Concept Learning. | Stuart J. Russell, Benjamin N. Grosof |
| 1987 | IJCAI | A Logical Approach to Reasoning by Analogy. | Todd R. Davies, Stuart J. Russell |
| 1986 | AAAI | Quantitative Analysis of Analogy. | Stuart J. Russell |