Rapid Concept Learning for Mobile Robots
Machine Learning - Special issue on learning in autonomous robots
A multi-agent architecture for process management accommodates unexpected performance
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
Discovering novel fighter combat maneuvers: simulating test pilot creativity
Creative evolutionary systems
A multiagent reinforcement learning algorithm using extended optimal response
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
Reinforcement Learning Soccer Teams with Incomplete World Models
Autonomous Robots
Robot Awareness in Cooperative Mobile Robot Learning
Autonomous Robots
Rollout Algorithms for Stochastic Scheduling Problems
Journal of Heuristics
Sequence Learning: From Recognition and Prediction to Sequential Decision Making
IEEE Intelligent Systems
Communications of the ACM
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
Performance of Lookahead Control Policies in the Face of Abstractions and Approximations
Proceedings of the 5th International Symposium on Abstraction, Reformulation and Approximation
Imitation in animals and artifacts
Intelligent Web agents that learn to retrieve and extract information
Intelligent exploration of the web
Lyapunov design for safe reinforcement learning
The Journal of Machine Learning Research
Policy search using paired comparisons
The Journal of Machine Learning Research
Learning Generalized Policies from Planning Examples Using Concept Languages
Applied Intelligence
A Tabu-Search Hyperheuristic for Timetabling and Rostering
Journal of Heuristics
Incremental heuristic search in AI
AI Magazine
Q-DPM: An Efficient Model-Free Dynamic Power Management Technique
Proceedings of the conference on Design, Automation and Test in Europe - Volume 1
Neighboring crossover to improve GA-based Q-learning method for multi-legged robot control
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A swarm intelligent multi-path routing for multimedia traffic over mobile ad hoc networks
Proceedings of the 1st ACM international workshop on Quality of service & security in wireless and mobile networks
Exploration and apprenticeship learning in reinforcement learning
ICML '05 Proceedings of the 22nd international conference on Machine learning
Learning to compete, compromise, and cooperate in repeated general-sum games
ICML '05 Proceedings of the 22nd international conference on Machine learning
Reinforcement learning with Gaussian processes
ICML '05 Proceedings of the 22nd international conference on Machine learning
Interactive learning of mappings from visual percepts to actions
ICML '05 Proceedings of the 22nd international conference on Machine learning
Emergence of Memory-Driven Command Neurons in Evolved Artificial Agents
Neural Computation
Automatic basis function construction for approximate dynamic programming and reinforcement learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
Autonomous shaping: knowledge transfer in reinforcement learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
An analytic solution to discrete Bayesian reinforcement learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
Probabilistic inference for solving discrete and continuous state Markov Decision Processes
ICML '06 Proceedings of the 23rd international conference on Machine learning
The optimizing-simulator: merging simulation and optimization using approximate dynamic programming
WSC '05 Proceedings of the 37th conference on Winter simulation
The Knowledge Engineering Review
The Two Facets of the Exploration-Exploitation Dilemma
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
State Space Segmentation for Acquisition of Agent Behavior
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
iMime: an interactive character animation system for use in dementia care
Proceedings of the 12th international conference on Intelligent user interfaces
Rapid decision threshold modulation by reward rate in a neural network
Neural Networks - 2006 Special issue: Neurobiology of decision making
Computational algorithms and neuronal network models underlying decision processes
Neural Networks - 2006 Special issue: Neurobiology of decision making
Recurrent neural network architecture with pre-synaptic inhibition for incremental learning
Neural Networks - 2006 Special issue: Neurobiology of decision making
The misbehavior of value and the discipline of the will
Neural Networks - 2006 Special issue: Neurobiology of decision making
Brain mechanism of reward prediction under predictable and unpredictable environmental dynamics
Neural Networks - 2006 Special issue: Neurobiology of decision making
Neural Networks - 2006 Special issue: Neurobiology of decision making
Learning more effective dialogue strategies using limited dialogue move features
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Learning mixed initiative dialog strategies by using reinforcement learning on both conversants
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Comparing the utility of state features in spoken dialogue using reinforcement learning
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Cooperative transportation system for humanoid robots using simulation-based learning
Applied Soft Computing
Bias and Variance Approximation in Value Function Estimates
Management Science
Learning Recursive Control Programs from Problem Solving
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Multi-method learning and assimilation
Robotics and Autonomous Systems
Application of SONQL for real-time learning of robot behaviors
Robotics and Autonomous Systems
A framework for meta-level control in multi-agent systems
Autonomous Agents and Multi-Agent Systems
Efficient PAC Learning for Episodic Tasks with Acyclic State Spaces
Discrete Event Dynamic Systems
Automatic learning of dialogue strategy using dialogue simulation and reinforcement learning
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Enterprise modeling of a project-oriented fractal company for SMEs networking
Computers in Industry
Modeling motivation for adaptive nonplayer characters in dynamic computer game worlds
Computers in Entertainment (CIE) - Theoretical and Practical Computer Applications in Entertainment
Batch reinforcement learning in a complex domain
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Robotics and Autonomous Systems
The optimizing-simulator: merging simulation and optimization using approximate dynamic programming
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Neurocomputing
Dynamic modeling and control of supply chain systems: A review
Computers and Operations Research
Experience-based network resource usage on mobile hosts
CoNEXT '06 Proceedings of the 2006 ACM CoNEXT conference
Self-Optimizing Memory Controllers: A Reinforcement Learning Approach
ISCA '08 Proceedings of the 35th Annual International Symposium on Computer Architecture
Reinforcing probabilistic selective Quality of Service routes in dynamic irregular networks
Computer Communications
Reinforcement learning in the presence of rare events
Proceedings of the 25th international conference on Machine learning
Proceedings of the 25th international conference on Machine learning
Privacy-preserving reinforcement learning
Proceedings of the 25th international conference on Machine learning
Sample-based learning and search with permanent and transient memories
Proceedings of the 25th international conference on Machine learning
On the usefulness of opponent modeling: the Kuhn Poker case study
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3
Adaptive Kanerva-based function approximation for multi-agent systems
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3
Data Mining and Knowledge Discovery
Reinforcement learning for problems with symmetrical restricted states
Robotics and Autonomous Systems
A wireless ad hoc protocols comparison study: DSR, AODV and IWAR
Journal of Computational Methods in Sciences and Engineering - Selected papers from the International Conference on Computer Science, Software Engineering, Information Technology, e-Business, and Applications, 2004
The 2007 IEEE CEC simulated car racing competition
Genetic Programming and Evolvable Machines
Fast-Maneuvering Target Seeking Based on Double-Action Q-Learning
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Comparison of RBF Network Learning and Reinforcement Learning on the Maze Exploration Problem
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Player Co-Modelling in a Strategy Board Game: Discovering How to Play Fast
Cybernetics and Systems
Meta-learning optimal parameter values in non-stationary environments
Knowledge-Based Systems
Artificial consciousness: A discipline between technological and theoretical obstacles
Artificial Intelligence in Medicine
An analysis of model-based Interval Estimation for Markov Decision Processes
Journal of Computer and System Sciences
Learning bidding strategies with autonomous agents in environments with unstable equilibrium
Decision Support Systems
Epistemological Approach to the Process of Practice
Minds and Machines
Experimental analysis of eligibility traces strategies in temporal difference learning
International Journal of Knowledge Engineering and Soft Data Paradigms
A model of implicit term relationship for information retrieval
WSEAS Transactions on Computers
Integration of news content into web results
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Effects of chaotic exploration on reinforcement learning in target capturing task
International Journal of Knowledge-based and Intelligent Engineering Systems
A stigmergic approach for dynamic routing of active products in FMS
Computers in Industry
On step sizes, stochastic shortest paths, and survival probabilities in reinforcement learning
Proceedings of the 40th Conference on Winter Simulation
Proceedings of the 40th Conference on Winter Simulation
Projected equation methods for approximate solution of large linear systems
Journal of Computational and Applied Mathematics
Integrated cognitive architectures: a survey
Artificial Intelligence Review
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
A survey of robot learning from demonstration
Robotics and Autonomous Systems
A reinforcement learning framework for utility-based scheduling in resource-constrained systems
Future Generation Computer Systems
Achieving good connectivity in motion graphs
Graphical Models
Learning effective and engaging strategies for advice-giving human-machine dialogue
Natural Language Engineering
A model for the dynamic coordination of multiple competing goals
Journal of Experimental & Theoretical Artificial Intelligence
A POMDP framework for coordinated guidance of autonomous UAVs for multitarget tracking
EURASIP Journal on Advances in Signal Processing - Special issue on signal processing advances in robots and autonomy
A distributed reinforcement learning approach to mission survivability in tactical MANETs
Proceedings of the 5th Annual Workshop on Cyber Security and Information Intelligence Research: Cyber Security and Information Intelligence Challenges and Strategies
An Online Algorithm for Applying Reinforcement Learning to Handle Ambiguity in Spoken Dialogues
TAMC '09 Proceedings of the 6th Annual Conference on Theory and Applications of Models of Computation
Opponent Modeling in Adversarial Environments through Learning Ingenuity
Proceedings of the 2005 conference on Self-Organization and Autonomic Informatics (I)
Belief revision with reinforcement learning for interactive object recognition
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Partially Observable Markov Decision Process Approximations for Adaptive Sensing
Discrete Event Dynamic Systems
Representing systems with hidden state
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Value-function-based transfer for reinforcement learning using structure mapping
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Adaptive Fuzzy Function Approximation for Multi-agent Reinforcement Learning
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Motion control of a nonlinear spring by reinforcement learning
Control and Intelligent Systems
A new Q-learning with generalized approximation spaces
ICNC'09 Proceedings of the 5th international conference on Natural computation
Optimizing fixed-size stochastic controllers for POMDPs and decentralized POMDPs
Autonomous Agents and Multi-Agent Systems
Sparse approximate dynamic programming for dialog management
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Sample-efficient batch reinforcement learning for dialogue management optimization
ACM Transactions on Speech and Language Processing (TSLP)
Combining attention and value maps
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Q-Learning and Enhanced Policy Iteration in Discounted Dynamic Programming
Mathematics of Operations Research
Emergence of flocking behavior based on reinforcement learning
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Overhead-Controlled routing in WSNs with reinforcement learning
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Assignment strategy selection for multi-car elevator group control using reinforcement learning
International Journal of Knowledge and Web Intelligence
An Actor-Critic based controller for glucose regulation in type 1 diabetes
Computer Methods and Programs in Biomedicine
Information Sciences: an International Journal
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