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ATAL
2007
Springer

212views Intelligent Agents» more ATAL 2007»

A framework for agent-based distributed machine learning and data mining

14 years 6 months ago

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This paper proposes a framework for agent-based distributed machine learning and data mining based on (i) the exchange of meta-level descriptions of individual learning processes ...

Jan Tozicka, Michael Rovatsos, Michal Pechoucek

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Id	Views	Title	Status

1	212	A framework for agent-based distributed machine learning and data mining	claim
2	198	EBDI: an architecture for emotional agents	claim
3	198	Aborting tasks in BDI agents	claim
4	191	Conditional random fields for activity recognition	claim
5	185	On opportunistic techniques for solving decentralized Markov decision processes with temporal constraints	claim
6	181	Multiagent reinforcement learning and self-organization in a network of agents	claim
7	180	Confidence-based policy learning from demonstration using Gaussian mixture models	claim
8	173	A platform for massive agent-based simulation and its evaluation	claim
9	172	Coalition formation under uncertainty: bargaining equilibria and the Bayesian core stability concept	claim
10	170	From desires to intentions through dialectical analysis	claim
11	170	Auction-based multi-robot task allocation in COMSTAR	claim
12	165	The human agent virtual environment	claim
13	165	On the Empirical Evaluation of Mixed Multi-Unit Combinatorial Auctions	claim
14	164	Empirical game-theoretic analysis of the TAC Supply Chain game	claim
15	163	Distributed agent-based air traffic flow management	claim
16	162	Creating densely populated virtual environments	claim
17	162	Model-based function approximation in reinforcement learning	claim
18	161	A computational characterization of multiagent games with fallacious rewards	claim
19	159	AUML protocols and code generation in the Prometheus design tool	claim
20	158	An advanced bidding agent for advertisement selection on public displays	claim
21	158	On Revenue-Optimal Dynamic Auctions for Bidders with Interdependent Values	claim
22	157	Towards using multiple cues for robust object recognition	claim
23	157	A swarm based approximated algorithm to the extended generalized assignment problem (E-GAP)	claim
24	156	Bidding algorithms for a distributed combinatorial auction	claim
25	155	Reinforcement learning in extensive form games with incomplete information: the bargaining case study	claim
26	154	Resolving conflict and inconsistency in norm-regulated virtual organizations	claim
27	153	Coordination and Sociability for Intelligent Virtual Agents	claim
28	152	Approximate state estimation in multiagent settings with continuous or large discrete state spaces	claim
29	151	Combinatorial resource scheduling for multiagent MDPs	claim
30	151	Batch reinforcement learning in a complex domain	claim
31	151	Temporal linear logic as a basis for flexible agent interactions	claim
32	150	Extending character-based storytelling with awareness and feelings	claim
33	150	Distributed task allocation in social networks	claim
34	147	Joint conversation specification and compliance	claim
35	147	A reinforcement learning based distributed search algorithm for hierarchical peer-to-peer information retrieval systems	claim
36	146	Distributed management of flexible times schedules	claim
37	146	Constraint satisfaction algorithms for graphical games	claim
38	146	Online auctions for bidders with interdependent values	claim
39	146	Transfer via inter-task mappings in policy search reinforcement learning	claim
40	146	Automatic feature extraction for autonomous general game playing agents	claim
41	146	Sharing experiences to learn user characteristics in dynamic environments with sparse data	claim
42	146	Automatic annotation of team actions in observations of embodied agents	claim
43	145	Interactive dynamic influence diagrams	claim
44	145	A unified framework for multi-agent agreement	claim
45	144	Workflow coordination for service-oriented multiagent systems	claim
46	143	Bidding optimally in concurrent second-price auctions of perfectly substitutable goods	claim
47	143	Modelling the provenance of data in autonomous systems	claim
48	143	On discovery and learning of models with predictive representations of state for agents with continuous actions and observations	claim
49	142	Rumours and reputation: evaluating multi-dimensional trust within a decentralised reputation system	claim
50	142	Q-value functions for decentralized POMDPs	claim
51	142	Interactions between market barriers and communication networks in marketing systems	claim
52	142	Multiagent based construction for human-like architecture	claim
53	142	Marginal Bidding: An Application of the Equimarginal Principle to Bidding in TAC SCM	claim
54	141	Commitment-driven distributed joint policy search	claim
55	141	An event-driven approach for agent-based business process enactment	claim
56	141	An agent-based methodology for analyzing and visualizing educational assessment data	claim
57	141	Modeling plan coordination in multiagent decision processes	claim
58	140	Dynamic movement and positioning of embodied agents in multiparty conversations	claim
59	140	Web services negotiation in an insurance grid	claim
60	138	Managing the pedigree and quality of information in dynamic information sharing environments	claim
61	138	A generative inquiry dialogue system	claim
62	138	Analysing Buyers' and Sellers' Strategic Interactions in Marketplaces: An Evolutionary Game Theoretic Approach	claim
63	138	MAGENTA technology case studies of magenta i-scheduler for road transportation	claim
64	137	An adversarial environment model for bounded rational agents in zero-sum interactions	claim
65	137	Agent coordination by trade-off between locally diffusion effects and socially structural influences	claim
66	136	Contextual deliberation of cognitive agents in defeasible logic	claim
67	136	Agent-based model of impact of socioeconomic stressors: a dynamic network perspective	claim
68	135	Learning consumer preferences using semantic similarity	claim
69	135	Scaling-up shopbots: a dynamic allocation-based approach	claim
70	134	Policy recognition for multi-player tactical scenarios	claim
71	134	Towards simulating billions of agents in thousands of seconds	claim
72	133	Normative system games	claim
73	132	A design framework for generating BDI-agents from goal models	claim
74	132	Argumentation over ontology correspondences in MAS	claim
75	132	AutoMed: an automated mediator for bilateral negotiations under time constraints	claim
76	132	Coalition structure generation with worst case guarantees based on cardinality structure	claim
77	132	InterPol: a policy framework for managing trust and privacy in referral networks	claim
78	132	Agents that remember can tell stories: integrating autobiographic memory into emotional agents	claim
79	131	Estimating information value in collaborative multi-agent planning systems	claim
80	131	Towards collaborative task and team maintenance	claim
81	130	Theoretical advantages of lenient Q-learners: an evolutionary game theoretic perspective	claim
82	130	A temporal epistemic logic with a reset operation	claim
83	130	Organisational Artifacts and Agents for Open Multi-Agent Organisations: "Giving the Power Back to the Agents"	claim
84	130	A methodology for 3D electronic institutions	claim
85	129	Subjective approximate solutions for decentralized POMDPs	claim
86	129	Moving target search in grid worlds	claim
87	128	Advice taking in multiagent reinforcement learning	claim
88	127	Real-time agent characterization and prediction	claim
89	127	Integrating authority, deontics, and communications within a joint intention framework	claim
90	127	Outperforming the competition in multi-unit sealed bid auctions	claim
91	126	A framework for reasoning about rational agents	claim
92	126	Collaboration among a satellite swarm	claim
93	126	A Coherence Based Framework for Institutional Agents	claim
94	125	Unifying distributed constraint algorithms in a BDI negotiation framework	claim
95	125	On the Multimodal Logic of Normative Systems	claim
96	125	Negotiation by abduction and relaxation	claim
97	124	Reducing the complexity of logics for multiagent systems	claim
98	124	Breaking into industry: tool support for multiagent systems	claim
99	123	Filters for semantic service composition in service-oriented multiagent systems	claim
100	123	A service oriented marketplace for next generation networks	claim
101	123	Computing the Banzhaf power index in network flow games	claim
102	123	Knowledge and observations in the situation calculus	claim
103	123	Requirements driven agent collaboration	claim
104	123	Implementing the maximum of monotone algorithms	claim
105	123	Model-based belief merging without distance measures	claim
106	123	Hypotheses refinement under topological communication constraints	claim
107	122	Letting loose a SPIDER on a network of POMDPs: generating quality guaranteed policies	claim
108	122	The LOGIC negotiation model	claim
109	122	Reducing the complexity of multiagent reinforcement learning	claim
110	122	An incentive mechanism for message relaying in unstructured peer-to-peer systems	claim
111	122	Distributed coordination in uncertain multiagent systems	claim
112	122	Reasoning about judgment and preference aggregation	claim
113	121	Towards reinforcement learning representation transfer	claim
114	121	Routing games with an unknown set of active players	claim
115	121	Commitment and extortion	claim
116	121	Towards reflective mobile agents for resource-constrained mobile devices	claim
117	119	Evaluating a conversation-centered interactive drama	claim
118	119	Dynamic semantics for agent communication languages	claim
119	119	A complete distributed constraint optimization method for non-traditional pseudotree arrangements	claim
120	119	Strategy recommender agents (ALEX) - the methodology	claim
121	118	The effect of task and environment factors on M.A.S. coordination and reorganization	claim
122	118	An agent-based approach for privacy-preserving recommender systems	claim
123	118	ARTS: agent-oriented robust transactional system	claim
124	118	Robust methods for tracking intelligent agents playing in an artificial financial market	claim
125	117	Adapting in agent-based markets: a study from TAC SCM	claim
126	117	Building coalitions involving agents and humans: reports from agent-based participatory simulations	claim
127	117	Enacting protocols by commitment concession	claim
128	117	Integrating motivations with planning	claim
129	117	Demonstration: disaster evacuation support	claim
130	117	Organizational self-design in semi-dynamic environments	claim
131	117	A formal model for situated semantic alignment	claim
132	117	Using Case-Based Reasoning in Autonomic Electronic Institutions	claim
133	116	Sequential decision making in parallel two-sided economic search	claim
134	116	Winner determination for mixed multi-unit combinatorial auctions via petri nets	claim
135	116	F-trade: an agent-mining symbiont for financial services	claim
136	116	Cognitive and social simulation of criminal behaviour: the intermittent explosive disorder case	claim
137	116	Reputation in the joint venture game	claim
138	115	Multi-task overlapping coalition parallel formation algorithm	claim
139	115	A pareto optimal model for automated multi-attribute negotiations	claim
140	115	Modular interpreted systems	claim
141	115	Approximate and online multi-issue negotiation	claim
142	115	Market-driven agents with uncertain and dynamic outside options	claim
143	114	Cooperative evolution of service ontologies	claim
144	114	Physics inspired multiagent system for vehicle platooning	claim
145	114	Regret based dynamics: convergence in weakly acyclic games	claim
146	114	Implementing Norms That Govern Non-dialogical Actions	claim
147	114	Towards a Framework for Agent Coordination and Reorganization, AgentCoRe	claim
148	113	SSDPOP: improving the privacy of DCOP with secret sharing	claim
149	113	Planning and defeasible reasoning	claim
150	112	Realistic cognitive load modeling for enhancing shared mental models in human-agent collaboration	claim
151	112	A randomized method for the shapley value for the voting game	claim
152	112	A globally optimal algorithm for TTD-MDPs	claim
153	112	Executing multi-robot cases through a single coordinator	claim
154	112	Demand side management in district heating systems	claim
155	112	Delegation and mental states	claim
156	112	A multilateral multi-issue negotiation protocol	claim
157	112	A grounded specification language for agent programs	claim
158	111	IFSA: incremental feature-set augmentation for reinforcement learning tasks	claim
159	111	Average-case tractability of manipulation in voting via the fraction of manipulators	claim
160	110	Locating RF emitters with large UAV teams	claim
161	110	Distributed constraint propagation for diagnosis of faults in physical processes	claim
162	110	Making social choices from individuals' CP-nets	claim
163	110	Exchanging reputation values among heterogeneous agent reputation models: an experience on ART testbed	claim
164	110	Autonomous nondeterministic tour guides: improving quality of experience with TTD-MDPs	claim
165	110	On the benefits of cheating by self-interested agents in vehicular networks	claim
166	109	On the robustness of preference aggregation in noisy environments	claim
167	109	On Choosing an Efficient Service Selection Mechanism in Dynamic Environments	claim
168	108	Dynamic task allocation within an open service-oriented MAS architecture	claim
169	108	Airspace management of autonomous UAVs	claim
170	108	Meta-level coordination for solving negotiation chains in semi-cooperative multi-agent systems	claim
171	108	Eliciting single-peaked preferences using comparison queries	claim
172	108	A Normative Multi-Agent Systems Approach to the Use of Conviviality for Digital Cities	claim
173	108	Embedding Landmarks and Scenes in a Computational Model of Institutions	claim
174	107	Agent-based reduction of information density (ARID) demonstration	claim
175	107	Children in the forest: towards a canonical problem of spatio-temporal collaboration	claim
176	107	Goals in the context of BDI plan failure and planning	claim
177	107	Knowledge Sharing Between Agents in a Transitioning Organization	claim
178	106	Deriving agent-centred representations of protocols described using propositional statecharts	claim
179	106	Utility-based plan recognition: an extended abstract	claim
180	106	Arguing for gaining access to information	claim
181	106	Demonstration of teamwork in uncertain domains using hybrid BDI-POMDP systems	claim
182	106	A Distributed Architecture for Norm Management in Multi-Agent Systems	claim
183	106	Towards provably secure trust and reputation systems in e-marketplaces	claim
184	106	Better automated abstraction techniques for imperfect information games, with application to Texas Hold'em poker	claim
185	106	A unified and general framework for argumentation-based negotiation	claim
186	106	Determining confidence when integrating contributions from multiple agents	claim
187	106	Social comparison in crowds: a short report	claim
188	105	Intelligent agent framework for order entry and management	claim
189	105	An adaptive strategy for minority games	claim
190	105	FearNot! demo: a virtual environment with synthetic characters to help bullying	claim
191	105	Information searching and sharing in large-scale dynamic networks	claim
192	104	Agents, beliefs, and plausible behavior in a temporal setting	claim
193	104	Towards valuation-aware agent-based traffic control	claim
194	103	Programming and simulation of quantum search agents	claim
195	103	Dynamics based control with an application to area-sweeping problems	claim
196	103	The Examination of an Information-Based Approach to Trust	claim
197	103	On the Behavior of Competing Markets Populated by Automated Traders	claim
198	103	Sequential Auctions in Uncertain Information Settings	claim
199	103	Exploiting Hierarchical Goals in Bilateral Automated Negotiation: Empirical Study	claim
200	102	Designing protocols for agent institutions	claim
201	102	Factoring games to isolate strategic interactions	claim
202	102	Preservation of obligations in a temporal and deontic framework	claim
203	102	Forecasting market prices in a supply chain game	claim
204	102	A Dynamic Coordination Mechanism Using Adjustable Autonomy	claim
205	101	When price is not enough: combining logical and numerical issues in bilateral negotiation	claim
206	101	Emergence of global network property based on multi-agent voting model	claim
207	101	Using Information Gain to Analyze and Fine Tune the Performance of Supply Chain Trading Agents	claim
208	101	Semantical Concepts for a Formal Structural Dynamics of Situated Multiagent Systems	claim
209	100	Implementing commitment-based interactions	claim
210	100	An equal excess negotiation algorithm for coalition formation	claim
211	100	Incentive compatible ranking systems	claim
212	99	Practical extensions in agent programming languages	claim
213	99	On the relevance of utterances in formal inter-agent dialogues	claim
214	99	Understanding decentralised control of resource allocation in a minimal multi-agent system	claim
215	99	Model Checking Norms and Sanctions in Institutions	claim
216	98	A formal road from institutional norms to organizational structures	claim
217	98	Developing multi-agent systems with automatic agent generation and dynamic task allocation mechanisms	claim
218	97	Diagnosis of plan step errors and plan structure violations	claim
219	97	Computing effective communication policies in multiagent systems	claim
220	96	A component-based approach to standardising agent communication	claim
221	95	A Q-decomposition and bounded RTDP approach to resource allocation	claim
222	94	Graphical models for online solutions to interactive POMDPs	claim
223	94	Convergence and rate of convergence of a simple ant model	claim
224	94	A multi-agent system for building dynamic ontologies	claim
225	93	The IEEE FIPA approach to integrating software agents and web services	claim
226	93	Robust coordination to sustain throughput of an unstable agent network	claim
227	92	Negotiation partners selection mechanism based on context-dependent similarity relations	claim
228	92	A computational model of human interaction and planning for heterogeneous multi-agent systems	claim
229	92	SMILE: Sound Multi-agent Incremental LEarning	claim
230	92	Socially embedded multi agent based simulation of financial market	claim
231	92	Reinforcement learning with utility-aware agents for market-based resource allocation	claim
232	91	Mass programmed agents for simulating human strategies in large scale systems	claim
233	91	Distributed intrusion detection in partially observable Markov decision processes	claim
234	90	A statistical decision-making model for choosing among multiple alternatives	claim
235	90	Periodic real-time resource allocation for teams of progressive processing agents	claim
236	88	A near-optimal strategy for a heads-up no-limit Texas Hold'em poker tournament	claim
237	87	Reciprocal negotiation over shared resources in agent societies	claim
238	87	Distributed path planning for mobile robots using a swarm of interacting reinforcement learners	claim
239	87	Effective tag mechanisms for evolving coordination	claim
240	87	Towards self-organising agent-based resource allocation in a multi-server environment	claim
241	87	Distributed Norm Enforcement Via Ostracism	claim
242	86	Dynamically learning sources of trust information: experience vs. reputation	claim
243	85	Some results on approximating the minimax solution in approval voting	claim
244	85	Matrix-based representation for coordination fault detection: a formal approach	claim
245	84	Robots are agents, too!	claim
246	84	Speeding up moving-target search	claim
247	84	Infinitesimal nash transfers for resource allocation in strong social alliances	claim
248	82	A multi-agent system of evidential reasoning for intelligence analyses	claim
249	82	Towards a logical theory of coordination and joint ability	claim
250	81	Multiagent learning in adaptive dynamic systems	claim
251	80	An ontology-based approach to interoperability for Bayesian agents	claim
252	75	WS-agreement based resource negotiation in AgentScape	claim
253	71	A winner determination algorithm for auction-based decentralized scheduling	claim
254	69	Using priorities to simplify behavior coordination	claim
255	68	Emergent ad hoc sensor network connectivity in large-scale disaster zones	claim
256	66	Provisioning heterogeneous and unreliable providers for service workflows	claim

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