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• RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning
  2022 · 19 citations
• Risk-Averse Bayes-Adaptive Reinforcement Learning
  2021 · 6 citations
• JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
  2023 · 2 citations
• Tackling GNARLy Problems: Graph Neural Algorithmic Reasoning Reimagined through Reinforcement Learning
  2025
• Minimax Regret Optimisation for Robust Planning in Uncertain Markov Decision Processes
  2020
• On Solving a Stochastic Shortest-Path Markov Decision Process as Probabilistic Inference
  2021
• Planning for Risk-Aversion and Expected Value in MDPs
  2021
• One Risk to Rule Them All: A Risk-Sensitive Perspective on Model-Based Offline Reinforcement Learning
  2022
• A Framework for Learning from Demonstration with Minimal Human Effort
  2023