OOIR: Observatory of International Research

Papers

(The TQCC of Autonomous Agents and Multi-Agent Systems is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-10-01 to 2024-10-01.)

Article	Citations
A practical guide to multi-objective reinforcement learning and planning	95
Logic-based technologies for multi-agent systems: a systematic literature review	51
Towards a framework for certification of reliable autonomous systems	46
Trust repair in human-agent teams: the effectiveness of explanations and expressing regret	29
Multi-UAV planning for cooperative wildfire coverage and tracking with quality-of-service guarantees	23
Electric vehicle charging strategy study and the application on charging station placement	21
Formal verification of group and propagated trust in multi-agent systems	20
Fair allocation of indivisible goods and chores	19
Emotion contagion in agent-based simulations of crowds: a systematic review	19
Designing empathic virtual agents: manipulating animation, voice, rendering, and empathy to create persuasive agents	14
An explainable assistant for multiuser privacy	12
ANEGMA: an automated negotiation model for e-markets	12
Real-time multi-agent systems: rationality, formal model, and empirical results	12
Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021)	11
Voting with random classifiers (VORACE): theoretical and experimental analysis	11
Formal verification of neural agents in non-deterministic environments	11
Learning structured communication for multi-agent reinforcement learning	10
Efficient policy detecting and reusing for non-stationarity in Markov games	9
Quantifying the effects of environment and population diversity in multi-agent reinforcement learning	9
Assisting humans in privacy management: an agent-based approach	9
AVDM: A hierarchical command-and-control system architecture for cooperative autonomous vehicles in highways scenario using microscopic simulations	9
Higher-order theory of mind is especially useful in unpredictable negotiations	8
Recent advances in leveraging human guidance for sequential decision-making tasks	8
Exploring the influence of a user-specific explainable virtual advisor on health behaviour change intentions	8
Explaining BDI agent behaviour through dialogue	8

Towards explainable interactive multiobjective optimization: R-XIMO	7
Revenue maximizing markets for zero-day exploits	7
Candidate selections with proportional fairness constraints	7
Modelling and verification of reconfigurable multi-agent systems	7
Enabling scalable and fault-tolerant multi-agent systems by utilizing cloud-native computing	7
Accountability in multi-agent organizations: from conceptual design to agent programming	7
What values should an agent align with?	7
Large-scale agent-based simulations of online social networks	7
Mandrake: multiagent systems as a basis for programming fault-tolerant decentralized applications	6
Automatic calibration of dynamic and heterogeneous parameters in agent-based models	6
Topological influence and locality in swap schelling games	5
Towards addressing dynamic multi-agent task allocation in law enforcement	5
Maximin fairness with mixed divisible and indivisible goods	5
Playing Atari with few neurons	5
Concurrent local negotiations with a global utility function: a greedy approach	5
Arguing and negotiating using incomplete negotiators profiles	4
Balancing fairness and efficiency in traffic routing via interpolated traffic assignment	4
Unravelling multi-agent ranked delegations	4
Enabling imitation-based cooperation in dynamic social networks	4
Towards completing the puzzle: complexity of control by replacing, adding, and deleting candidates or voters	4
Combining quantitative and qualitative reasoning in concurrent multi-player games	3
Irrelevant matches in round-robin tournaments	3
Evaluating approval-based multiwinner voting in terms of robustness to noise	3
Connected coordinated motion planning with bounded stretch	3
On the dominant set selection problem and its application to value alignment	3
Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments	3
Reaching consensus under a deadline	3
I2RL: online inverse reinforcement learning under occlusion	3
Scaling multi-agent reinforcement learning to full 11 versus 11 simulated robotic football	3
Preference-based multi-objective multi-agent path finding	3
Interference-free walks in time: temporally disjoint paths	3
Automated privacy negotiations with preference uncertainty	3
Manipulation-resistant false-name-proof facility location mechanisms for complex graphs	3
GDL as a unifying domain description language for declarative automated negotiation	3
Changing criteria weights to achieve fair VIKOR ranking: a postprocessing reranking approach	3