PPaperPicks

George Konidaris

Brown University, Providence, RI, USA

17 papers at tracked venues · 8 at CORE A* · active 20242025

Venues

Frequent coauthors

Papers

  1. Automating Curriculum Learning for Reinforcement Learning using a Skill-Based Bayesian Network
  2. Bootstrapping Object-Level Planning with Large Language Models
  3. Discovering Options That Minimize Average Planning Time
  4. Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces
  5. Knowledge Retention in Continual Model-Based Reinforcement Learning
  6. Learning Parameterized Skills from Demonstrations
  7. Least Commitment Planning for the Object Scouting Problem
  8. Skill-Driven Neurosymbolic State Abstractions
  9. Verifiably Following Complex Robot Instructions with Foundation Models
  10. Composable Interaction Primitives: A Structured Policy Class for Efficiently Learning Sustained-Contact Manipulation Skills
  11. EPO: Hierarchical LLM Agents with Environment Preference Optimization
  12. Lang2LTL-2: Grounding Spatiotemporal Navigation Commands Using Large Language and Vision-Language Models
  13. Language-guided Skill Learning with Temporal Variational Inference
  14. Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy
  15. Model-based Reinforcement Learning for Parameterized Action Spaces
  16. Robot Task Planning Under Local Observability
  17. Skill Transfer for Temporal Task Specification