PPaperPicks

Nick Hawes

University of Oxford, UK

16 papers at tracked venues · 6 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Scalable Solution Methods for Dec-POMDPs with Deterministic Dynamics
  2. A Finite-State Controller Based Offline Solver for Deterministic POMDPs
  3. Decremental Dynamics Planning for Robot Navigation
  4. Generating Causal Explanations of Vehicular Agent Behavioural Interactions with Learnt Reward Profiles
  5. Improving Regret Approximation for Unsupervised Dynamic Environment Generation
  6. LUMOS: Language-Conditioned Imitation Learning with World Models
  7. Multi-Agent Pickup and Delivery with Mobile Pickups
  8. Partially Observable Monte-Carlo Graph Search
  9. Return Capping: Sample Efficient CVaR Policy Gradient Optimisation
  10. Hierarchical Planning for Resource-Constrained Long-Term Monitoring Missions in Time-Varying Environments
  11. JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
  12. JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
  13. Multi-Robot Allocation of Assistance from a Shared Uncertain Operator
  14. No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
  15. Planning for Long-Term Monitoring Missions in Time-Varying Environments
  16. Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles