No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO

1 May 2024

Papers citing "No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO"

8 / 8 papers shown

Title
CaRL: Learning Scalable Planning Policies with Simple Rewards Bernhard Jaeger D. Dauner Jens Beißwenger Simon Gerstenecker Kashyap Chitta Andreas Geiger 60 1 0 24 Apr 2025
Improving Plasticity in Non-stationary Reinforcement Learning with Evidential Proximal Policy Optimization Abdullah Akgul Gulcin Baykal Manuel Haußmann M. Kandemir 38 0 0 03 Mar 2025
The Price of Pessimism for Automated Defense Erick Galinkin Emmanouil Pountourakis Spiros Mancoridis AAML 29 1 0 28 Sep 2024
The Role of Deep Learning Regularizations on Actors in Offline RL Denis Tarasov Anja Surina Çağlar Gülçehre OffRL AI4CE 68 1 0 11 Sep 2024
WARP: On the Benefits of Weight Averaged Rewarded Policies Alexandre Ramé Johan Ferret Nino Vieillard Robert Dadashi Léonard Hussenot Pierre-Louis Cedoz Pier Giuseppe Sessa Sertan Girgin Arthur Douillard Olivier Bachem 62 14 0 24 Jun 2024
Disentangling the Causes of Plasticity Loss in Neural Networks Clare Lyle Zeyu Zheng Khimya Khetarpal H. V. Hasselt Razvan Pascanu James Martens Will Dabney AI4CE 57 32 0 29 Feb 2024
Atari-5: Distilling the Arcade Learning Environment down to Five Games Matthew Aitchison Penny Sweetser Marcus Hutter 52 20 0 05 Oct 2022
The Primacy Bias in Deep Reinforcement Learning Evgenii Nikishin Max Schwarzer P. DÓro Pierre-Luc Bacon Rameswar Panda OnRL 96 181 0 16 May 2022