Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Large Language Models Still Can't Plan (A Benchmark for LLMs on Planning and Reasoning about Change)


Jun 21, 2022
Karthik Valmeekam, Alberto Olmo, Sarath Sreedharan, Subbarao Kambhampati


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Mental-Model Centric Landscape of Human-AI Symbiosis


Feb 18, 2022
Zahra Zahedi, Sarath Sreedharan, Subbarao Kambhampati


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity


Feb 06, 2022
Lin Guan, Sarath Sreedharan, Subbarao Kambhampati


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Gradient-Based Mixed Planning with Discrete and Continuous Actions


Oct 19, 2021
Kebing Jin, Hankz Hankui Zhuo, Zhanhao Xiao, Hai Wan, Subbarao Kambhampati

* 36 pages, 20 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning


Oct 14, 2021
Yantian Zha, Lin Guan, Subbarao Kambhampati


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems


Sep 21, 2021
Subbarao Kambhampati, Sarath Sreedharan, Mudit Verma, Yantian Zha, Lin Guan


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Synthesizing Policies That Account For Human Execution Errors Caused By State-Aliasing In Markov Decision Processes


Sep 20, 2021
Sriram Gopalakrishnan, Mudit Verma, Subbarao Kambhampati

* 7 page paper, 6 pages supplemental material 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Integrating Planning, Execution and Monitoring in the presence of Open World Novelties: Case Study of an Open World Monopoly Solver


Aug 09, 2021
Sriram Gopalakrishnan, Utkarsh Soni, Tung Thai, Panagiotis Lymperopoulos, Matthias Scheutz, Subbarao Kambhampati


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Not all users are the same: Providing personalized explanations for sequential decision making problems


Jun 23, 2021
Utkarsh Soni, Sarath Sreedharan, Subbarao Kambhampati


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
4
5
6
7
>>