RLC 2025 Workshop IBRL Submissions

Trajectory First: A Curriculum for Discovering Diverse Policies
Cornelius V. Braun, Sayantan Auddy, Marc Toussaint
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
ReWiND: Learning New Tasks from Language Without New Demonstrations
Jiahui Zhang, Yusen Luo, Abrar Anwar, Sumedh Anand Sontakke, Joseph J Lim, Jesse Thomason, Erdem Biyik, Jesse Zhang
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Unified Reinforcement Learning through Implicit Value Regularization
Haoran Xu, Liyuan Mao, Hui Jin, Weinan Zhang, Xianyuan Zhan, Amy Zhang
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Learning to Undo: Transfer Reinforcement Learning under Linear State Space Transformations
Mridul Mahajan, Aldo Pacchiano, Xuezhou Zhang
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
A Study of Value-Aware Eigenoptions
Harshil Kotamreddy, Marlos C. Machado
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning
Bryan Lincoln Marques de Oliveira, Luana Guedes Barros Martins, Bruno Brandão, Murilo Lopes da Luz, telma woerle de lima soares, Luckeciano Carvalho Melo
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Training PPO-Clip with Parallelized Data Generation: A Case of Fixed-Point Convergence
Homayoun Honari, Roger Creus Castanyer, Pablo Samuel Castro, Glen Berseth
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Reinforcement Learning with Physics-Informed Symbolic Program Priors for Zero-Shot Wireless Indoor Navigation
Tao Li, Haozhe Lei, Mingsheng Yin, Yaqi Hu
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Revisiting Laplacian Representations for Value Function Approximation in Deep RL
Priyesh Vijayan, Padideh Nouri, Rishav Rishav, Sarath Chandar, Yash Chandak, Mathieu Reymond, Samira Ebrahimi Kahou, Doina Precup
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Combining Pre-Trained Models for Enhanced Feature Representation in Reinforcement Learning
Elia Piccoli, Malio Li, Giacomo Carfi', Vincenzo Lomonaco, Davide Bacciu
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Deep Reinforcement Learning Agents are not even close to Human Intelligence
Quentin Delfosse, Jannis Blüml, Fabian Tatai, Théo Vincent, Bjarne Gregori, Elisabeth Dillies, Jan Peters, Constantin A. Rothkopf, Kristian Kersting
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Learning Reward Structure with Subtasks in Reinforcement Learning
Shuai Han, Mehdi Dastani, Shihan Wang
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Reward Machine Inference for Robotic Manipulation
Mattijs Baert, Elias Malomgré, Sam Leroux, Pieter Simoens
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone
Bayesian Hypothesis Testing Policy Regularization
Sarah Rathnam, Finale Doshi-Velez, Susan Murphy
- Published: 22 Jun 2025, Last Modified: 27 Jul 2025
- IBRL @ RLC 2025
- Readers: Everyone