Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments

14 May 2022

Papers citing "Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments"

7 / 7 papers shown

Title
Stein Variational Evolution Strategies Cornelius V. Braun Robert T. Lange Marc Toussaint 31 0 0 14 Oct 2024
Identifying Policy Gradient Subspaces Jan Schneider-Barnes Pierre Schumacher Simon Guist Tianyu Cui Daniel Haeufle Bernhard Scholkopf Le Chen 46 5 0 12 Jan 2024
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control Nate Rahn P. DÓro Harley Wiltzer Pierre-Luc Bacon Marc G. Bellemare 27 3 0 26 Sep 2023
Investigating the Impact of Action Representations in Policy Gradient Algorithms Jan Schneider-Barnes Pierre Schumacher Daniel Haeufle Bernhard Scholkopf Le Chen OffRL 24 1 0 13 Sep 2023
Evolutionary Strategy Guided Reinforcement Learning via MultiBuffer Communication Adam Callaghan Karl Mason Patrick Mannion 37 2 0 20 Jun 2023
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo Haque Ishfaq Qingfeng Lan Pan Xu A. R. Mahmood Doina Precup Anima Anandkumar Kamyar Azizzadenesheli BDL OffRL 28 20 0 29 May 2023
LossPlot: A Better Way to Visualize Loss Landscapes Robert Bain M. Tokarev Harsh R Kothari Rahul Damineni 31 5 0 30 Nov 2021