Publications in Venue "IJCAI"
1. | D. Atzmon, J. Li, A. Felner, E. Nachmani, S. Shperberg, N. Sturtevant, S. Koenig. "Multi-Directional Heuristic Search". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Christian Bessiere), pp 4062-4068, July 2020. |
2. | J. Chen, N. Sturtevant. "Conditions for Avoiding Node Re-expansions in Bounded Suboptimal Search". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Sarit Kraus), pp 1220-1226, August 2019. |
3. | N. Hassanpour, R. Greiner. "Counterfactual Regression with Importance Sampling Weights". International Joint Conference on Artificial Intelligence (IJCAI), pp 5880-5887, August 2019. |
4. | S. Hu, N. Sturtevant. "Direction-Optimizing Breadth-First Search with External Memory Storage". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Sarit Kraus), pp 1258-1264, August 2019. |
5. | Y. Pan, H. Yao, A. Farahmand, M. White. "Hill Climbing on Value Estimates for Search-control in Dyna". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Sarit Kraus), pp 3209-3215, August 2019. |
6. | M. Helmert, T. Lattimore, L. Lelis, L. Orseau, N. Sturtevant. "Iterative Budgeted Exponential Search". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Sarit Kraus), pp 1249-1257, August 2019. |
7. | J. Mei, C. Xiao, R. Huang, D. Schuurmans, M. Müller. "On Principled Entropy Exploration in Policy Optimization". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Sarit Kraus), pp 3130-3136, August 2019. |
8. | Y. Wan, M. Zaheer, R. Sutton, A. White, M. White. "Planning with Expectation Models". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Sarit Kraus), pp 3649-3655, August 2019. |
9. | S. Sokota, R. D'Orazio, K. Javed, H. Haider, R. Greiner. "Simultaneous Prediction Intervals for Patient-Specific Survival Curves". International Joint Conference on Artificial Intelligence (IJCAI), pp 5975-5981, August 2019. |
10. | T. Walker, N. Sturtevant, A. Felner. "Extended Increasing Cost Tree Search for Non-Unit Cost Domains". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Jérôme Lang), pp 534-540, July 2018. |
11. | X. Liu, L. Mou, H. Cui, Z. Lu, S. Song. "JUMPER: Learning When to Make Classification Decisions in Reading". International Joint Conference on Artificial Intelligence (IJCAI), pp 4237–4243, July 2018. |
12. | Y. Pan, M. Zaheer, A. White, A. Patterson, M. White. "Organizing Experience: a Deeper Look at Replay Mechanisms for Samplebased Planning in Continuous-State Domains". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Jerome Lang), pp 4794--4800, July 2018. |
13. | C. Gao, M. Müller, R. Hayward. "Three-Head Neural Network Architecture for Monte Carlo Tree Search". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Jérôme Lang), pp 3762-3768, July 2018. |
14. | G. Fan, M. Müller, R. Holte. "Additive Merge-and-Shrink Heuristics for Diverse Action Costs". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Carles Sierra), pp 4287-4293, August 2017. |
15. | C. Gao, M. Müller, R. Hayward. "Focused Depth-first Proof Number Search using Convolutional Neural Networks for the Game of Hex". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Carles Sierra), pp 3668-3674, August 2017. |
16. | J. Chen, R. Holte, S. Zilles, N. Sturtevant. "Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Carles Sierra), pp 489-495, August 2017. |
17. | M. Guzdial, B. Li, M. Riedl. "Game Engine Learning from Video". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Carles Sierra), pp 3707-3713, August 2017. |
18. | L. Le, R. Kumaraswamy, M. White. "Learning Sparse Representations in Reinforcement Learning with Sparse Coding". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Carles Sierra), pp 2067-2073, August 2017. |
19. | Z. Ahmad, R. Holte, M. Bowling. "Action selection for hammer shots in curling". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Subbarao Kambhampati), pp 561-567, July 2016. |
20. | N. Sturtevant, S. Rabin. "Canonical Orderings on Grids". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Subbarao Kambhampati), pp 683-689, July 2016. |
21. | N. Sturtevant, J. Chen. "External Memory Bidirectional Search". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Subbarao Kambhampati), pp 676-682, July 2016. |
22. | C. Gehring, Y. Pan, M. White. "Incremental Truncated LSTD". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Subbarao Kambhampati), pp 1505-1511, July 2016. |
23. | T. Yee, V. Lisy, M. Bowling. "Monte Carlo tree search in continuous action spaces with execution uncertainty". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Subbarao Kambhampati), pp 690-697, July 2016. |
24. | X. Li, L. Mou, R. Yan, M. Zhang. "StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation". International Joint Conference on Artificial Intelligence (IJCAI), pp 2845-2851, February 2016. |
25. | J. Wen, R. Greiner, D. Schuurmans. "Correcting Covariate Shift with Frank-Wolfe Algorithm". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Qiang Yang, Michael Wooldridge), pp 1010-1016, July 2015. |
26. | O. Tammelin, N. Burch, M. Johanson, M. Bowling. "Solving Heads-Up Limit Texas Hold'em". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Qiang Yang, Michael J. Wooldridge), pp 645-652, July 2015. |
27. | N. Sturtevant, M. Rutherford. "Minimizing Writes in Parallel External Memory Search". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Francesca Rossi), pp 666-673, August 2013. |
28. | R. Goebel. "Rethinking Big Data: The Role of Artificial Intelligence and Machine Learning". International Joint Conference on Artificial Intelligence (IJCAI), pp n/a, August 2013. |
29. | C. Rayner, N. Sturtevant, M. Bowling. "Subset Selection of Search Heuristics". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Francesca Rossi), pp 637-643, August 2013. |
30. | H. Nakhost, M. Müller. "Towards a Second Generation Random Walk Planner: an Experimental Exploration". International Joint Conference on Artificial Intelligence (IJCAI), (ed: Francesca Rossi), pp 2336-2342, August 2013. |
31. | M. White, M. Bowling. "Learning a Value Analysis Tool for Agent Evaluation". International Joint Conference on Artificial Intelligence (IJCAI), pp 1976-1981, July 2009. |
32. | D. Schnizlein, M. Bowling, D. Szafron. "Probabilistic State Translation in Extensive Games with Large Action Sets". International Joint Conference on Artificial Intelligence (IJCAI), pp 278-284, July 2009. |
33. | B. Tanner, V. Bulitko, A. Koop, C. Paduraru. "Grounding Abstraction in Predictive State Representations". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, August 2007. |
34. | A. Ghodsi, F. Southey, D. Wilkinson. "Improving Embeddings by Flexible Exploitation of Side Information". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, August 2007. |
35. | F. Southey, W. Loh, D. Wilkinson. "Inferring Complex Agent Motions from Partial Trajectory Observations". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, August 2007. |
36. | D. Silver, R. Sutton, M. Mueller. "Reinforcement Learning of Local Shape in the Game of Go". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, August 2007. |
37. | A. Botea, M. Mueller, J. Schaeffer. "Fast Planning with Iterative Macros". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, March 2007. |
38. | I. Biro, Z. Szamonek, C. Szepesvari. "Sequence prediction exploiting similarity information". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, March 2007. |
39. | Q. Wang, D. Lin, D. Schuurmans. "Simple training of dependency parsers via structured boosting". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, March 2007. |
40. | D. Lizotte, T. Wang, M. Bowling, D. Schuurmans. "Automatic Gait Optimization with Gaussian Process Regression". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January 2007. |
41. | A. Gyorgy, L. Kocsis, I. Szabo, C. Szepesvari. "Continuous Time Associative Bandit Problems". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January 2007. |
42. | A. Nayak, R. Goebel, M. Orgun. "Iterated Belief Contraction from First Principles". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January 2007. |
43. | Y. Guo, R. Greiner. "Optimistic Active Learning using Mutual Information". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January 2007. |
44. | C. Rayner, K. Davison, V. Bulitko, K. Anderson, J. Lu. "Real-Time Heuristic Search with a Priority Queue". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, pp 2372 - 2377, January 2007. |
45. | A. Felner, U. Zahavi, J. Schaeffer, R. Holte. "Dual Lookups in Pattern Databases". International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, pp 103-108, August 2005. |
46. | Y. Guo, R. Greiner, D. Schuurmans. "Learning Coordination Classifiers". International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, August 2005. |
47. | C. Boutilier, R. Patrascu, P. Poupart, D. Schuurmans. "Regret-Based Utility Elicitation in Constraint-Based Decision Problems". International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, August 2005. |
48. | B. Tanner, R. Sutton. "Temporal-Difference Networks With History". International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, August 2005. |
49. | T. Zhu, R. Greiner, G. Haeubl, K. Jewell, B. Price. "Using Learned Browsing Behavior Models to Recommend Relevant Web Pages". International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, pp 1589-1594, August 2005. |
50. | E. Rafols, M. Ring, R. Sutton, B. Tanner. "Using Predictive Representations to Improve Generalization in Reinforcement Learning". International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, August 2005. |
51. | D. Wilkinson, M. Bowling, A. Ghodsi. "Learning subjective representations for planning". International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, pp 889-894, January 2005. |
52. | J. Schaeffer, Y. Bjornsson, N. Burch, A. Kishimoto, M. Mueller, R. Lake, P. Lu, S. Sutphen. "Solving Checkers". International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, pp 292-297, January 2005. |
53. | V. Bulitko, L. Li, R. Greiner, I. Levner. "Lookahead Pathologies for Single Agent Search". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, August 2003. |
54. | M. Bowling, M. Veloso. "Simultaneous adversarial multi-robot learning". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, pp 699-704, August 2003. |
55. | C. Boutilier, R. Patrascu, P. Poupart, D. Schuurmans. "Constraint-based optimization and elicitation with the minimax decision criterion". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, June 2003. |
56. | D. Billings, N. Burch, A. Davidson, R. Holte, J. Schaeffer, T. Schauenberg, D. Szafron. "Approximating Game-Theoretical Optimal Strategies for Full-Scale Poker". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, pp 661-668, January 2003. |
57. | Y. Bjornsson, M. Enzenberger, R. Holte, J. Schaeffer, P. Yap. "Comparison of Different Abstractions for Pathfinding on Maps". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, pp 1536-1538, January 2003. |
58. | M. Goldenberg, A. Kovarksy, X. Wu, J. Schaeffer. "Multiple Agents Moving Target Search". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, pp 1511-1512, January 2003. |
59. | R. Isukapalli, R. Greiner. "Use of Off-line Dynamic Programming for Efficient Image Interpretation". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, January 2003. |
60. | F. Peng, D. Schuurmans. "Self-Supervised Chinese Word Segmentation". International Joint Conference on Artificial Intelligence (IJCAI), September 2001. |
61. | R. Isukapalli, R. Greiner. "Efficient Interpretation Policies". International Joint Conference on Artificial Intelligence (IJCAI), August 2001. |
62. | M. Bowling, M. Veloso. "Rational and Convergent Learning in Stochastic Games". International Joint Conference on Artificial Intelligence (IJCAI), pp 1021-1026, August 2001. |
63. | D. Schuurmans, F. Southey, R. Holte. "The Exponentiated Subgradient Algorithm for Heuristic Boolean Programming". International Joint Conference on Artificial Intelligence (IJCAI), pp 334-341, August 2001. |
64. | M. Bowling, M. Veloso. "Bounding the Suboptimality of Reusing Subproblems". International Joint Conference on Artificial Intelligence (IJCAI), pp 1340-1345, August 1999. |
65. | D. Schuurmans, R. Greiner. "Practical PAC Learning". International Joint Conference on Artificial Intelligence (IJCAI), August 1995. |
66. | R. Greiner. "The Complexity of Theory Revision",". International Joint Conference on Artificial Intelligence (IJCAI), pp 1162-1168, August 1995. |
67. | R. Greiner, C. Elkan. "Measuring and Improving the Effectiveness of Representations". International Joint Conference on Artificial Intelligence (IJCAI), Sydney, Australia, August 1991. |
68. | R. Holte, L. Acker, B. Porter. "Concept Learning and the Problem of Small Disjuncts". International Joint Conference on Artificial Intelligence (IJCAI), Detroit, Michigan, USA, pp 813-818, August 1989. |
69. | R. Greiner, J. Likuski. "Incorporating Redundant Learned Rules: A Preliminary Formal Analysis of EBL". International Joint Conference on Artificial Intelligence (IJCAI), Detroit, Michigan, USA, pp 744-749, August 1989. |
70. | O. Selfridge, R. Sutton, A. Barto. "Training and tracking in robotics". International Joint Conference on Artificial Intelligence (IJCAI), pp 670-672, May 1985. |
71. | R. Greiner, M. Genesereth. "What's New? A Semantic Definition of Novelty". International Joint Conference on Artificial Intelligence (IJCAI), pp 450-54, August 1983. |