EWRL 2024 Workshop Submissions

Louvain Skills: Building Multi-Level Skill Hierarchies in Reinforcement Learning
Joshua Benjamin Evans, Özgür Şimşek
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Efficient Source Tasks Selection for Zero-shot Transfer in Contextual Reinforcement Learning
Jung-Hoon Cho, Vindula Jayawardana, Sirui Li, Cathy Wu
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Interpreting Reinforcement Learning with Shapley Values
Daniel Beechey, Thomas M. S. Smith, Özgür Şimşek
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Cyclicity-Regularized Coordination Graphs
Oliver Järnefelt, Mahdi Kallel, Carlo D'Eramo
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Enhancing Exploration via Off-Reward Dynamic Reference Reinforcement Learning
Yamen Habib, Dmytro Grytskyy, Rubén Moreno-Bote
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Rate-Optimal Policy Optimization for Linear Markov Decision Processes
Uri Sherman, Alon Cohen, Tomer Koren, Yishay Mansour
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
AFU: Actor-Free critic Updates in off-policy RL for continuous control
Nicolas Perrin-Gilbert
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement Learning
Tidiane CAMARET NDIR, André Biedenkapp, Noor Awad
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Online Planning in POMDPs with State-Requests
Raphaël Avalos, Eugenio Bargiacchi, Ann Nowe, Diederik Roijers, Frans A Oliehoek
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent Networks
Joery A. de Vries, Jinke He, Mathijs de Weerdt, Matthijs T. J. Spaan
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Epistemic Bellman Operators
Pascal R. Van der Vaart, Matthijs T. J. Spaan, Neil Yorke-Smith
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Imitation Learning in Discounted Linear MDP without exploration assumptions
Luca Viano, Stratis Skoulakis, Volkan Cevher
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Isoperimetry is All We Need: Langevin Posterior Sampling for RL
Emilio Jorge, Christos Dimitrakakis, Debabrota Basu
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
APE: An Anti-poaching Multi-Agent Reinforcement Learning Benchmark
Prasanna Maddila, Casellas Eric, Patrick Chabrier, Régis Sabbadin, Meritxell Vinyals
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Exploring Pessimism and Optimism Dynamics in Deep Reinforcement Learning
Bahareh Tasdighi, Nicklas Werge, Yi-Shan Wu, Melih Kandemir
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Bootstrapping Expectiles in Reinforcement Learning
Pierre Clavier, Emmanuel Rachelson, Erwan Le Pennec, Matthieu Geist
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Divide and Conquer: Provably Unveiling the Pareto Front with Multi-Objective Reinforcement Learning
Willem Röpke, Mathieu Reymond, Patrick Mannion, Diederik M Roijers, Ann Nowe, Roxana Rădulescu
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Unbiased Policy Gradient with Random Horizon
Rui Yuan, Andrii Tretynko, Simone Rossi, Thomas Hannagan
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Time-Efficient Reinforcement Learning with Stochastic Stateful Policies
Firas Al-Hafez, Guoping Zhao, Jan Peters, Davide Tateo
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Model-based Sparse Communication in Multi-agent Reinforcement Learning
Shuai Han, Mehdi Dastani, Shihan Wang
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
EVaR Optimization in MDPs with Total Reward Criterion
Xihong Su, Marek Petrik, Julien Grand-Clément
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Periodic agent-state based Q-learning for POMDPs
Amit Sinha, Matthieu Geist, Aditya Mahajan
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Image-Based Dataset Representations for Predicting Learning Performance in Offline RL
Enrique Mateos-Melero, Miguel Iglesias Alcázar, Raquel Fuentetaja, Peter Stone, Fernando Fernández
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Approximate information maximization for bandit games
Alex Barbier Chebbah, Christian L Vestergaard, Jean Baptiste Masson, Etienne Boursier
- Published: 01 Aug 2024, Last Modified: 16 May 2025
- EWRL17
- Readers: Everyone
Policy Gradient Methods with Adaptive Policy Spaces
Gianmarco Tedeschi, Matteo Papini, Alberto Maria Metelli, Marcello Restelli
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone