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MATTHIJS T.J. SPAAN
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Name
Affiliation
Papers
MATTHIJS T.J. SPAAN
Informatics Institute, Faculty of Science, University of Amsterdam, Kruislaan 403, 1098 SJ Amsterdam, The Netherlands
76
Collaborators
Citations
PageRank
267
863
63.84
Referers
Referees
References
1412
979
1065
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100
1000
Publications (76 rows)
Collaborators (100 rows)
Referers (100 rows)
Referees (100 rows)
Title
Citations
PageRank
Year
Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems.
0
0.34
2022
Abstraction-Guided Policy Recovery from Expert Demonstrations
0
0.34
2021
AlwaysSafe - Reinforcement Learning without Safety Constraint Violations during Training.
0
0.34
2021
Wcsac: Worst-Case Soft Actor Critic For Safety-Constrained Reinforcement Learning
0
0.34
2021
Decentralized Combinatorial Auctions for Dynamic and Large-Scale Collaborative Vehicle Routing.
0
0.34
2020
Structure Learning for Safe Policy Improvement.
0
0.34
2019
Safe Policy Improvement with Baseline Bootstrapping in Factored Environments
0
0.34
2019
Point-based value iteration for finite-horizon POMDPs
1
0.35
2019
Preallocation and Planning Under Stochastic Resource Constraints.
0
0.34
2018
Capacity-Aware Sequential Recommendations
0
0.34
2018
Column generation algorithms for constrained POMDPs
0
0.34
2018
Exploiting submodular value functions for scaling up active perception.
1
0.35
2018
Stability and Decentralized Control of Plug-and-Play DC Distribution Grids.
0
0.34
2018
Fleet Management for Pickup and Delivery Problems with Multiple Locations and Preferences.
0
0.34
2018
Bootstrapping LPs in Value Iteration for Multi-Objective and Partially Observable MDPs.
0
0.34
2018
Improving Offline Value-Function Approximations For Pomdps By Reducing Discount Factors
0
0.34
2018
The MADP Toolbox: An Open Source Library for Planning and Learning in (Multi-)Agent Systems.
0
0.34
2017
Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs.
0
0.34
2017
Accelerated Vector Pruning for Optimal POMDP Solvers.
0
0.34
2017
The 2015 AAAI Fall Symposium Series Reports.
0
0.34
2016
Planning Under Uncertainty for Aggregated Electric Vehicle Charging with Renewable Energy Supply.
0
0.34
2016
Planning under Uncertainty for Aggregated Electric Vehicle Charging Using Markov Decision Processes.
0
0.34
2016
Traffic flow optimization: A reinforcement learning approach.
0
0.34
2016
Decoupling a Resource Constraint Through Fictitious Play in Multi-Agent Sequential Decision Making.
0
0.34
2016
Solving Transition-Independent Multi-Agent MDPs with Sparse Interactions.
1
0.34
2016
Decision-theoretic planning under uncertainty with information rewards for active cooperative perception
13
0.82
2015
Influence-Optimistic Local Values for Multiagent Planning
2
0.36
2015
Influence-Optimistic Local Values for Multiagent Planning - Extended Version.
1
0.35
2015
Planning under Uncertainty with Weighted State Scenarios.
2
0.38
2015
The MADP Toolbox: An Open-Source Library for Planning and Learning in (Multi-)Agent Systems.
0
0.34
2015
Factored upper bounds for multiagent planning problems under uncertainty with non-factored value functions
1
0.35
2015
Best-Response Planning Of Thermostatically Controlled Loads Under Power Constraints
1
0.35
2015
Solving Transition-Independent Multi-agent MDPs with Sparse Interactions (Extended version).
0
0.34
2015
Improving Value Function Approximation in Factored POMDPs by Exploiting Model Structure
0
0.34
2015
A testbed for autonomous robot surveillance
0
0.34
2014
Bounded Approximations for Linear Multi-Objective Planning Under Uncertainty.
6
0.47
2014
A Flexible Approach to Modeling Unpredictable Events in MDPs.
7
0.52
2013
Coordinating maintenance planning under uncertainty: (demonstration)
0
0.34
2013
Decentralized Multi-Robot Cooperation with Auctioned POMDPs.
12
0.59
2013
Incremental clustering and expansion for faster optimal planning in decentralized POMDPs
28
0.79
2013
Short and long supports for constraint propagation
6
0.46
2013
GSMDPs for Multi-Robot Sequential Decision-Making.
4
0.40
2013
Multiagent POMDPs with asynchronous execution
0
0.34
2013
Approximate solutions for factored Dec-POMDPs with many agents
7
0.46
2013
Planning under Uncertainty for Coordinating Infrastructural Maintenance.
8
0.84
2013
Exploiting Structure in Cooperative Bayesian Games
4
0.40
2012
Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication.
2
0.36
2012
Tree-based pruning for multiagent POMDPs with delayed communication
0
0.34
2012
Tree-based pruning for multiagent POMDPs with delayed communication
4
0.39
2012
Scaling up optimal heuristic search in Dec-POMDPs via incremental expansion
21
0.88
2011
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