Towards preferences in virtual environment interfaces
EGVE '02 Proceedings of the workshop on Virtual environments 2002
Computer Networks: The International Journal of Computer and Telecommunications Networking
Apprenticeship learning via inverse reinforcement learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Fitting and Compilation of Multiagent Models through Piecewise Linear Functions
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Dynamic preferences in multi-criteria reinforcement learning
ICML '05 Proceedings of the 22nd international conference on Machine learning
A Reinforcement Learning Algorithm in Cooperative Multi-Robot Domains
Journal of Intelligent and Robotic Systems
Learnable behavioural model for autonomous virtual agents: low-level learning
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Predicting people's bidding behavior in negotiation
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Learning a decision maker's utility function from (possibly) inconsistent behavior
Artificial Intelligence
A globally optimal algorithm for TTD-MDPs
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Learning all optimal policies with multiple criteria
Proceedings of the 25th international conference on Machine learning
Learning for control from multiple demonstrations
Proceedings of the 25th international conference on Machine learning
Reinforcement learning with limited reinforcement: using Bayes risk for active learning in POMDPs
Proceedings of the 25th international conference on Machine learning
Navigate like a cabbie: probabilistic reasoning from observed context-aware behavior
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
Proposal of Exploitation-Oriented Learning PS-r#
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
A bayesian reinforcement learning approach for customizing human-robot interfaces
Proceedings of the 14th international conference on Intelligent user interfaces
Imitation guided learning in learning classifier systems
Natural Computing: an international journal
Learning Actions through Imitation and Exploration: Towards Humanoid Robots That Learn from Humans
Creating Brain-Like Intelligence
Apprenticeship learning for helicopter control
Communications of the ACM - Barbara Liskov: ACM's A.M. Turing Award Winner
Policy teaching through reward function learning
Proceedings of the 10th ACM conference on Electronic commerce
Learning social preferences in games
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Targeting specific distributions of trajectories in MDPs
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Active Learning for Reward Estimation in Inverse Reinforcement Learning
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Particle filtering for dynamic agent modelling in simplified poker
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Acquiring visibly intelligent behavior with example-guided neuroevolution
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Value-based policy teaching with active indirect elicitation
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 1
Maximum entropy inverse reinforcement learning
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Accelerating reinforcement learning through implicit imitation
Journal of Artificial Intelligence Research
Learning and multiagent reasoning for autonomous agents
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Bayesian inverse reinforcement learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Detecting and forecasting economic regimes in multi-agent automated exchanges
Decision Support Systems
A Bayesian approach to imitation in reinforcement learning
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A decision-theoretic approach to task assistance for persons with dementia
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Learning a decision maker's utility function from (possibly) inconsistent behavior
Artificial Intelligence
Inverse reinforcement learning in partially observable environments
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Training parsers by inverse reinforcement learning
Machine Learning
Learning behavior styles with inverse reinforcement learning
ACM SIGGRAPH 2010 papers
Regret-based reward elicitation for Markov decision processes
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
IEEE Transactions on Evolutionary Computation
Analysis of Inverse Reinforcement Learning with Perturbed Demonstrations
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Learning from Demonstration for Autonomous Navigation in Complex Unstructured Terrain
International Journal of Robotics Research
Learning from demonstration using MDP induced metrics
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Autonomous Helicopter Aerobatics through Apprenticeship Learning
International Journal of Robotics Research
Inverse Reinforcement Learning in Partially Observable Environments
The Journal of Machine Learning Research
Preference-based policy learning
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Preference elicitation and inverse reinforcement learning
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Reinforcement learning and apprenticeship learning for robotic control
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
Teamwork formation for keepaway in robotics soccer (reinforcement learning approach)
PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
Identifying and forecasting economic regimes in TAC SCM
AMEC'05 Proceedings of the 2005 international conference on Agent-Mediated Electronic Commerce: designing Trading Agents and Mechanisms
Probabilistic pointing target prediction via inverse optimal control
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
Imitation learning in relational domains: a functional-gradient boosting approach
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Robust online optimization of reward-uncertain MDPs
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Optimal Control Models of Goal-oriented Human Locomotion
SIAM Journal on Control and Optimization
Robust bayesian reinforcement learning through tight lower bounds
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Bayesian multitask inverse reinforcement learning
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Batch, off-policy and model-free apprenticeship learning
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Strong mitigation: nesting search for good policies within search for good reward
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
People, sensors, decisions: Customizable and adaptive technologies for assistance in healthcare
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on highlights of the decade in interactive intelligent systems
APRIL: active preference learning-based reinforcement learning
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Bayesian nonparametric inverse reinforcement learning
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Structured apprenticeship learning
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Bayesian Learning of Noisy Markov Decision Processes
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special Issue on Monte Carlo Methods in Statistics
Apprenticeship learning with few examples
Neurocomputing
Proceedings of the 2nd ACM international conference on High confidence networked systems
Inverse reinforcement learning for interactive systems
Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems: Bridging the Gap Between Perception, Action and Communication
Linear fitted-Q iteration with multiple reward functions
The Journal of Machine Learning Research
Learning to control listening-oriented dialogue using partially observable markov decision processes
ACM Transactions on Speech and Language Processing (TSLP)
Probabilistic model-based imitation learning
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Interpreting spatiotemporal expressions from english to fuzzy logic
RuleML'13 Proceedings of the 7th international conference on Theory, Practice, and Applications of Rules on the Web
Bayesian nonparametric feature construction for inverse reinforcement learning
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Interactive value iteration for Markov decision processes with unknown rewards
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
From taxi GPS traces to social and community dynamics: A survey
ACM Computing Surveys (CSUR)
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
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