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Approximate information state based convergence analysis of recurrent
  Q-learning

Approximate information state based convergence analysis of recurrent Q-learning

9 June 2023
Erfan Seyedsalehi
N. Akbarzadeh
Amit Sinha
Aditya Mahajan
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Papers citing "Approximate information state based convergence analysis of recurrent Q-learning"

5 / 5 papers shown
Title
Agent-state based policies in POMDPs: Beyond belief-state MDPs
Agent-state based policies in POMDPs: Beyond belief-state MDPs
Amit Sinha
Aditya Mahajan
31
2
0
24 Sep 2024
Periodic agent-state based Q-learning for POMDPs
Periodic agent-state based Q-learning for POMDPs
Amit Sinha
Mathieu Geist
Aditya Mahajan
33
0
0
08 Jul 2024
Bridging State and History Representations: Understanding
  Self-Predictive RL
Bridging State and History Representations: Understanding Self-Predictive RL
Tianwei Ni
Benjamin Eysenbach
Erfan Seyedsalehi
Michel Ma
Clement Gehring
Aditya Mahajan
Pierre-Luc Bacon
AI4TS
AI4CE
31
21
0
17 Jan 2024
Q-Learning for Stochastic Control under General Information Structures
  and Non-Markovian Environments
Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments
A. D. Kara
S. Yüksel
18
9
0
31 Oct 2023
Improving Intrinsic Exploration by Creating Stationary Objectives
Improving Intrinsic Exploration by Creating Stationary Objectives
Roger Creus Castanyer
Javier Civera
Taihú Pire
OffRL
42
3
0
27 Oct 2023
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