Reinforcement Learning with Feedback Graphs

7 May 2020

Papers citing "Reinforcement Learning with Feedback Graphs"

9 / 9 papers shown

Title
A Model Selection Approach for Corruption Robust Reinforcement Learning Chen-Yu Wei Christoph Dann Julian Zimmert 99 44 0 31 Dec 2024
Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control Zifan Liu Xinran Li Shibo Chen Gen Li Jiashuo Jiang Jun Zhang 51 0 0 26 Jun 2024
Reinforcement Learning with Augmented Data Michael Laskin Kimin Lee Adam Stooke Lerrel Pinto Pieter Abbeel A. Srinivas OffRL 43 653 0 30 Apr 2020
On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift Alekh Agarwal Sham Kakade Jason D. Lee G. Mahajan 27 320 0 01 Aug 2019
Provably efficient RL with Rich Observations via Latent State Decoding S. Du A. Krishnamurthy Nan Jiang Alekh Agarwal Miroslav Dudík John Langford OffRL 24 230 0 25 Jan 2019
Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds Andrea Zanette Emma Brunskill OffRL 86 273 0 01 Jan 2019
Deep Reinforcement Learning that Matters Peter Henderson Riashat Islam Philip Bachman Joelle Pineau Doina Precup David Meger OffRL 87 1,940 0 19 Sep 2017
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning Christoph Dann Tor Lattimore Emma Brunskill 43 307 0 22 Mar 2017
From Bandits to Experts: On the Value of Side-Observations Shie Mannor Ohad Shamir OffRL 89 220 0 13 Jun 2011