Fitted Q-Iteration (FQI) is a popular approximate value it- eration (AVI) approach that makes effective use of off-policy data. FQI uses a 1-step return value ...
In this paper we propose a new generalization of FQI called Complex Fitted. Q-Iteration (CFQI) which allows for complex returns. Theo- retical properties are ...
In this paper we propose a new generalization of FQI called Complex Fitted Q-Iteration (CFQI) which allows for complex returns. Theoretical properties are ...
Fitted Q-Iteration (FQI) is a popular approximate value iteration (AVI) approach that makes effective use of off-policy data. FQI uses a 1-step return value ...
Robert William Wright, Xingye Qiao, Lei Yu, Steven Loscalzo: CFQI: Fitted Q-Iteration with Complex Returns. AAMAS 2015: 163-170. manage site settings.
The technology developed in this invention, Fitted Q-Iteration with Complex Returns (CFQI), enables an autonomous system to learn how to perform a complex task ...
CFQI: Fitted Q-Iteration with Complex Returns. In Proceedings of the Fourteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS ...
CFQI: Fitted Q-Iteration with Complex Returns. RW Wright, X Qiao, L Yu, S Loscalzo. AAMAS, 163-170, 2015. 5, 2015. Automatic methods for continuous state space ...
Nov 8, 2023 · Here the inequality is due to Q?(s, πfk ) ≥ V πfk:0 (s), because Q?(s, πfk ) is the expected return of starting in s, takes πfk immediately ...
Missing: CFQI: Complex
CFQI: Fitted Q-Iteration with Complex Returns. RW Wright, X Qiao, L Yu, S Loscalzo. Proceedings of the 2015 International Conference on Autonomous Agents and ...