Targeting specific distributions of trajectories in MDPs

Authors:
David L. Roberts;Mark J. Nelson;Charles L. Isbell;Michael Mateas;Michael L. Littman
Affiliations:
College of Computing, Georgia Institute of Technology, Atlanta, Georgia;College of Computing, Georgia Institute of Technology, Atlanta, Georgia;College of Computing, Georgia Institute of Technology, Atlanta, Georgia;College of Computing, Georgia Institute of Technology, Atlanta, Georgia;Department of Computer Science, Rutgers University, Piscataway, New Jersey
Venue:
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Year:
2006

Citing 5
Cited 11

Virtual reality, art, and entertainment

Presence: Teleoperators and Virtual Environments - Premier issue
A social reinforcement learning agent

Proceedings of the fifth international conference on Autonomous agents
Algorithms for Inverse Reinforcement Learning

ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Guiding interactive drama

Guiding interactive drama
Reinforcement learning for declarative optimization-based drama management

AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems

Autonomous nondeterministic tour guides: improving quality of experience with TTD-MDPs

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
A globally optimal algorithm for TTD-MDPs

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Another look at search-based drama management

Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3
Authorial idioms for target distributions in TTD-MDPs

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Another look at search-based drama management

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Computational influence for training and entertainment

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Investigating director agents' decision making in interactive narrative: a Wizard-of-Oz study

Proceedings of the Intelligent Narrative Technologies III Workshop
A method for transferring probabilistic user models between environments

ICIDS'11 Proceedings of the 4th international conference on Interactive Digital Storytelling
Director agent intervention strategies for interactive narrative environments

ICIDS'11 Proceedings of the 4th international conference on Interactive Digital Storytelling
A sequential recommendation approach for interactive personalized story generation

Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Skill-based Mission Generation: A Data-driven Temporal Player Modeling Approach

Proceedings of the The third workshop on Procedural Content Generation in Games

Quantified Score

Hi-index	0.00

Visualization

Abstract

We propose two new online methods for estimating the size of a backtracking search tree. The first method is based on a weighted sample of the branches visited by chronological backtracking. The second is a recursive method based on assuming that the ...