EWRL 2024 Workshop Submissions

Augmented Bayesian Policy Search
Mahdi Kallel, Debabrota Basu, Riad Akrour, Carlo D'Eramo
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation
Orin Levy, Alon Cohen, Asaf Cassel, Yishay Mansour
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
The challenge of continuous MDPs: is no-regret learning feasible?
Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes
Asaf Cassel, Aviv Rosenberg
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Leveraging diverse offline data in POMDPs with unobserved confounders
Oussama Azizi, Philip Boeken, Onno Zoeter, Frans A Oliehoek, Matthijs T. J. Spaan
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Regret Guarantees for Adversarial Contextual Bandits with Delayed Feedback
Liad Erez, Orin Levy, Yishay Mansour
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Generalized Nested Rollout Policy Adaptation with Limited Repetitions
Tristan Cazenave
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Feudal Graph Reinforcement Learning
Tommaso Marzi, Arshjot Singh Khehra, Andrea Cini, Cesare Alippi
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor
Julien Grand-Clément, Marek Petrik
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts
Ahmed Hendawy, Jan Peters, Carlo D'Eramo
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
MetaCURL: Non-stationary Concave Utility Reinforcement Learning
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Online learning in CMDPs with adversarial losses and stochastic hard constraints
Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Value Improved Actor Critic Algorithms
Yaniv Oren, Moritz Akiya Zanger, Pascal R. Van der Vaart, Matthijs T. J. Spaan, Wendelin Boehmer
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Individual Regret in Cooperative Stochastic Multi-Armed Bandits over Communication Graph
Idan Barnea, Tal Lancewicki, Yishay Mansour
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Preference Elicitation for Offline Reinforcement Learning
Alizée Pace, Bernhard Schölkopf, Gunnar Ratsch, Giorgia Ramponi
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Adaptive $Q$-Network: On-the-fly Target Selection for Deep Reinforcement Learning
Théo Vincent, Fabian Wahren, Jan Peters, Boris Belousov, Carlo D'Eramo
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO
Skander Moalla, Andrea Miele, Razvan Pascanu, Caglar Gulcehre
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays
Saeed Masoudian, Julian Zimmert, Yevgeny Seldin
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Learning to Steer Markovian Agents under Model Uncertainty
Jiawei Huang, Vinzenz Thoma, Zebang Shen, Heinrich H. Nax, Niao He
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone
Offline RL via Feature-Occupancy Gradient Ascent
Gergely Neu, Nneka Okolo
- Published: 01 Aug 2024, Last Modified: 09 Oct 2024
- EWRL17
- Readers: Everyone