How to Explore with Belief: State Entropy Maximization in POMDPs

4 June 2024

Papers citing "How to Explore with Belief: State Entropy Maximization in POMDPs"

5 / 5 papers shown

Title
Enhancing Diversity in Parallel Agents: A Maximum State Entropy Exploration Story Vincenzo De Paola Riccardo Zamboni Mirco Mutti Marcello Restelli 12 0 0 02 May 2025
The Limits of Pure Exploration in POMDPs: When the Observation Entropy is Enough Riccardo Zamboni Duilio Cirino Marcello Restelli Mirco Mutti 31 4 0 18 Jun 2024
Fast Rates for Maximum Entropy Exploration D. Tiapkin Denis Belomestny Daniele Calandriello Eric Moulines Rémi Munos A. Naumov Pierre Perrault Yunhao Tang Michal Valko Pierre Menard 31 17 0 14 Mar 2023
Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms Fan Chen Yu Bai Song Mei 51 22 0 29 Sep 2022
Reward-Free Exploration for Reinforcement Learning Chi Jin A. Krishnamurthy Max Simchowitz Tiancheng Yu OffRL 104 194 0 07 Feb 2020