Marc Rigter
8 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (3)
NIPS (3)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
markov decision process
(4)
dynamic programming
(2)
offline reinforcement learning
(1)
robust planning
(1)
bayesian learning
(1)
bayesian inference
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
adversarial training
(1)
human-robot interaction
(1)
bellman equation
(1)
model-based reinforcement learning
(1)
belief distribution
(1)
partially observable
(1)
bayesian optimization
(1)
monte carlo tree search
(1)
symbolic planning
(1)
minimax regret
(1)
model ensemble
(1)
conservative policy
(1)
Papers
Reward-Free Curricula for Training Robust World Models
ICLR 2024
One Risk to Rule Them All: A Risk-Sensitive Perspective on Model-Based Offline Reinforcement Learning
NIPS 2023
Planning with Hidden Parameter Polynomial MDPs
AAAI 2023
Shared Autonomy Systems with Stochastic Operator Models
IJCAI 2022
RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning
NIPS 2022
Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction
AAAI 2022
Minimax Regret Optimisation for Robust Planning in Uncertain Markov Decision Processes
AAAI 2021
Risk-Averse Bayes-Adaptive Reinforcement Learning
NIPS 2021