NeurIPS 2023 Workshop GenPlan Submissions

Learning How to Create Generalizable Hierarchies for Robot Planning
Naman Shah, Siddharth Srivastava
- Published: 28 Oct 2023, Last Modified: 04 Dec 2023
- GenPlan'23
- Readers: Everyone
Learning Safe Action Models with Partial Observability
Brendan Juba, Hai S Le, Roni Stern
- Published: 28 Oct 2023, Last Modified: 04 Dec 2023
- GenPlan'23
- Readers: Everyone
Multi-Agent Learning of Efficient Fulfilment and Routing Strategies in E-Commerce
Omkar Shelke, Pranavi Pathakota, Anandsingh Chauhan, Hardik Meisheri, Harshad Khadilkar, Balaraman Ravindran
- Published: 28 Oct 2023, Last Modified: 04 Dec 2023
- GenPlan'23
- Readers: Everyone
Quantized Local Independence Discovery for Fine-Grained Causal Dynamics Learning in Reinforcement Learning
Inwoo Hwang, Yunhyeok Kwak, Suhyung Choi, Byoung-Tak Zhang, Sanghack Lee
- Published: 28 Oct 2023, Last Modified: 04 Dec 2023
- GenPlan'23
- Readers: Everyone
Conservative World Models
Scott Jeen, Tom Bewley, Jonathan Cullen
- Published: 28 Oct 2023, Last Modified: 04 Dec 2023
- GenPlan'23
- Readers: Everyone
Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning
Lukas Schäfer, Filippos Christianos, Amos Storkey, Stefano Albrecht
- Published: 28 Oct 2023, Last Modified: 04 Dec 2023
- GenPlan'23
- Readers: Everyone
Graph Neural Networks and Graph Kernels For Learning Heuristics: Is there a difference?
Dillon Ze Chen, Felipe Trevizan, Sylvie Thiebaux
- Published: 28 Oct 2023, Last Modified: 04 Dec 2023
- GenPlan'23
- Readers: Everyone
Contextual Pre-Planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning
Guy Azran, Mohamad Hosein Danesh, Stefano Albrecht, Sarah Keren
- Published: 28 Oct 2023, Last Modified: 23 Dec 2023
- GenPlan'23
- Readers: Everyone
GOOSE: Learning Domain-Independent Heuristics
Dillon Ze Chen, Sylvie Thiebaux, Felipe Trevizan
- Published: 28 Oct 2023, Last Modified: 04 Dec 2023
- GenPlan'23
- Readers: Everyone