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• Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization
  2018 · 39 citations
• Learning Compositional Neural Programs with Recursive Tree Search and Planning
  2019 · 13 citations
• A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning
  2020 · 5 citations
• Offline Reinforcement Learning Hands-On
  2020 · 4 citations
• Reinforcement Learning for Branch-and-Bound Optimisation using Retrospective Trajectories
  2022 · 3 citations
• Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
  2023 · 3 citations
• Learning Compositional Neural Programs for Continuous Control
  2020 · 2 citations
• Designing a Prospective COVID-19 Therapeutic with Reinforcement Learning
  2020 · 2 citations
• Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration
  2022 · 2 citations
• Combinatorial Optimization with Policy Adaptation using Latent Space Search
  2023 · 2 citations
• One Step at a Time: Pros and Cons of Multi-Step Meta-Gradient Reinforcement Learning
  2021 · 1 citations
• SPO: Sequential Monte Carlo Policy Optimisation
  2024 · 1 citations
• Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function
  2022