2025 "model-based reinforcement learning" Papers
11 papers found
Bootstrap Off-policy with World Model
Guojian Zhan, Likun Wang, Xiangteng Zhang et al.
NeurIPS 2025posterarXiv:2511.00423
1
citations
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient
Wenlong Wang, Ivana Dusparic, Yucheng Shi et al.
ICLR 2025posterarXiv:2410.08893
3
citations
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling
Jasmine Bayrooti, Carl Ek, Amanda Prorok
ICLR 2025posterarXiv:2410.04988
3
citations
FOSP: Fine-tuning Offline Safe Policy through World Models
Chenyang Cao, Yucheng Xin, Silang Wu et al.
ICLR 2025posterarXiv:2407.04942
3
citations
Improving Model-Based Reinforcement Learning by Converging to Flatter Minima
Shrinivas Ramasubramanian, Benjamin Freed, Alexandre Capone et al.
NeurIPS 2025poster
Learning Transformer-based World Models with Contrastive Predictive Coding
Maxime Burchi, Radu Timofte
ICLR 2025oralarXiv:2503.04416
12
citations
On Rollouts in Model-Based Reinforcement Learning
Bernd Frauenknecht, Devdutt Subhasish, Friedrich Solowjow et al.
ICLR 2025posterarXiv:2501.16918
1
citations
Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)
Zhenjie Yang, Xiaosong Jia, Qifeng Li et al.
NeurIPS 2025posterarXiv:2505.16394
18
citations
Risk-Sensitive Variational Actor-Critic: A Model-Based Approach
Alonso Granados, Mohammadreza Ebrahimi, Jason Pacheco
ICLR 2025poster
1
citations
The World Is Bigger: A Computationally-Embedded Perspective on the Big World Hypothesis
Alex Lewandowski, Aditya Ramesh, Edan Meyer et al.
NeurIPS 2025spotlightarXiv:2512.23419
Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning
Hongye Cao, Fan Feng, Meng Fang et al.
ICLR 2025poster
1
citations