EWRL 2024 Workshop Submissions

Following Ancestral Footsteps: Co-Designing Morphology and Behaviour with Self-Imitation Learning
Sergio Hernández-Gutiérrez, Ville Kyrki, Kevin Sebastian Luck
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Physics-Informed Model and Hybrid Planning for Efficient Dyna-Style Reinforcement Learning
Zakariae EL ASRI, Olivier Sigaud, Nicolas THOME
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Adaptive Exploration for Data-Efficient General Value Function Evaluations
Arushi Jain, Josiah P. Hanna, Doina Precup
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Differentially Private Deep Model-Based Reinforcement Learning
Alexandre Rio, Merwan Barlier, Igor Colin, Albert Thomas
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Almost Sure Convergence of Stochastic Gradient Methods under Gradient Domination
Simon Weissmann, Sara Klein, Waïss Azizian, Leif Döring
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm
Sattar Vakili, Julia Olkhovskaya
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Finding good policies in average-reward Markov Decision Processes without prior knowledge
Adrienne Tuynman, Emilie Kaufmann, Rémy Degenne
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Distributed Constrained Multi-Agent Reinforcement Learning with Consensus and Networked Communication
Santiago Amaya-Corredor, Miguel Calvo-Fullana, Anders Jonsson
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Impact of Collective Behaviors of Autonomous Vehicles on Urban Traffic Dynamics: A Multi-Agent Reinforcement Learning Approach
Ahmet Onur Akman, Anastasia Psarou, Zoltán György Varga, Grzegorz Jamróz, Rafal Kucharski
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Curricula for Learning Robust Policies with Factored State Representations in Changing Environments
Panayiotis Panayiotou, Özgür Şimşek
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Pessimistic Iterative Planning for Robust POMDPs
Maris F. L. Galesloot, Marnix Suilen, Thiago D. Simão, Steven Carr, Matthijs T. J. Spaan, ufuk topcu, Nils Jansen
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Adaptive Distributional Double Q-learning
Leif Döring, Maximilian Birr, Mihail Bîrsan
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Zero-shot cross-modal transfer of Reinforcement Learning policies through a Global Workspace
Léopold Maytié, Benjamin Devillers, Alexandre Arnold, Rufin VanRullen
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Towards Enhancing Representations in Reinforcement Learning using Relational Structure
Aditya Mohan, Marius Lindauer
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Model-Based Meta-Reinforcement Learning for Hyperparameter Optimization
Jeroen Albrechts, Hugo Max MARTIN, Maryam Tavakol
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning
Jannis Becktepe, Julian Dierkes, Carolin Benjamins, Aditya Mohan, David Salinas, Raghu Rajan, Frank Hutter, Holger Hoos, Marius Lindauer, Theresa Eimer
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
Sergio Calo, Anders Jonsson, Gergely Neu, Ludovic Schwartz, Javier Segovia-Aguas
- Published: 01 Aug 2024, Last Modified: 06 Jan 2025
- EWRL17
- Readers: Everyone
Exploration by Learning Diverse Skills through Successor State Measures
Paul-Antoine LE TOLGUENEC, Yann Besse, Florent Teichteil-Königsbuch, Dennis George Wilson, Emmanuel Rachelson
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Latent Communication for Zero-shot Stitching in Reinforcement Learning
Antonio Pio Ricciardi, Valentino Maiorca, Luca Moschella, Riccardo Marin, Emanuele Rodolà
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
State Abstraction Discovery from Progressive Disaggregation Methods
Orso Forghieri, Hind Castel, Emmanuel Hyon, Erwan Le Pennec
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Bandit Pareto Set Identification in a Multi-Output Linear Model
Cyrille Kone, Emilie Kaufmann, Laura Richert
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Direct Advantage Estimation in Partially Observable Environments
Hsiao-Ru Pan, Bernhard Schölkopf
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
World Models Increase Autonomy in Reinforcement Learning
Zhao Yang, Thomas M. Moerland, Mike Preuss, Aske Plaat, Edward S. Hu
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Thompson Sampling-like Algorithms for Stochastic Rising Rested Bandits
Marco Fiandri, Alberto Maria Metelli, Francesco Trovò
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Backward explanations via redefinition of predicates
Léo Saulières, Martin C. Cooper, Florence Dupin de Saint-Cyr
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone