Restricted Research - Award List, Note/Discussion Page
Fiscal Year: 2023
2399 The University of Texas at San Antonio (144287)
Principal Investigator: Jha, Sumit
Total Amount of Contract, Award, or Gift (Annual before 2011): $ 140,000
Exceeds $250,000 (Is it flagged?): No
Start and End Dates: 4/1/23 - 3/31/25
Restricted Research: YES
Academic Discipline: SCIENCES
Department, Center, School, or Institute: Cos Computer Science
Title of Contract, Award, or Gift: RLCAP: Explaining RL using Logical Rules, Constraints, Automata, and Program Synthesis.
Name of Granting or Contracting Agency/Entity:
The Ohio State University
CFDA: 0
Program Title: none
Note:
SAMs 1.1.1; The RLCAP: Explaining RL using Logical Rules, Constraints, Automata, and Program Synthesis research project will investigate the design of new algorithms for explaining DeepRL algorithms using logical rules, constraints, automata and program synthesis. Our goal will be to create a fundamental science of explainability for Deep Reinforcement Learning by merging formal logic with recent results in deep multi-modal learning.
Discussion: No discussion notes