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Towards customizable reinforcement learning agents: Enabling preference
  specification through online vocabulary expansion

Towards customizable reinforcement learning agents: Enabling preference specification through online vocabulary expansion

27 October 2022
Utkarsh Soni
Nupur Thakur
S. Sreedharan
L. Guan
Mudit Verma
Matthew Marquez
Subbarao Kambhampati
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Papers citing "Towards customizable reinforcement learning agents: Enabling preference specification through online vocabulary expansion"

5 / 5 papers shown
Title
Methods and Mechanisms for Interactive Novelty Handling in Adversarial
  Environments
Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments
Tung Thai
Mingyu Shen
M. Garg
Ayush Kalani
Nakul Vaidya
...
Neeraj Varshney
Chitta Baral
Subbarao Kambhampati
Jivko Sinapov
matthias. scheutz
17
0
0
28 Feb 2023
Exploiting Unlabeled Data for Feedback Efficient Human Preference based
  Reinforcement Learning
Exploiting Unlabeled Data for Feedback Efficient Human Preference based Reinforcement Learning
Mudit Verma
Siddhant Bhambri
Subbarao Kambhampati
17
4
0
17 Feb 2023
Data Driven Reward Initialization for Preference based Reinforcement
  Learning
Data Driven Reward Initialization for Preference based Reinforcement Learning
Mudit Verma
Subbarao Kambhampati
16
1
0
17 Feb 2023
Leveraging Approximate Symbolic Models for Reinforcement Learning via
  Skill Diversity
Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
L. Guan
S. Sreedharan
Subbarao Kambhampati
79
18
0
06 Feb 2022
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for
  Sequential Decision-Making Problems with Inscrutable Representations
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations
S. Sreedharan
Utkarsh Soni
Mudit Verma
Siddharth Srivastava
S. Kambhampati
63
30
0
04 Feb 2020
1