Barrier Functions Inspired Reward Shaping for Reinforcement Learning

Author:

Nilaksh 1,Ranjan Abhishek2,Agrawal Shreenabh2,Jain Aayush1,Jagtap Pushpak3,Kolathaya Shishir4

Affiliation:

1. Indian Institute of Technology (IIT),Kharagpur

2. Indian Institute of Science (IISc),Bangalore

3. RBCCPS, IISc

4. CSA & RBCCPS, IISc

Funder

Google

Publisher

IEEE

Reference34 articles.

1. Mastering diverse domains through world models;Hafner,2023

2. Human-level control through deep reinforcement learning

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4. Training language models to follow instructions with human feedback;Ouyang;Advances in Neural Information Processing Systems,2022

5. Bettering operation of Robots by learning

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1. Physics-informed RL for Maximal Safety Probability Estimation;2024 American Control Conference (ACC);2024-07-10

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