Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasksby…
ProSpec RL: Plan Ahead, then Executeby Liangliang Liu, Yi Guan, BoRan Wang, Rujia Shen, Yi…
Tractable and Provably Efficient Distributional Reinforcement Learning with General Value Function Approximationby Taehyun Cho, Seungyub…
Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learningby Norman Di Palo, Leonard…
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learningby Hosung Lee, Sejin Kim,…
How to Choose a Reinforcement-Learning Algorithmby Fabian Bongratz, Vladimir Golkov, Lukas Mautner, Luca Della Libera,…
Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representationsby Yupei Yang, Biwei Huang, Fan Feng, Xinyue…
Dataset Distillation for Offline Reinforcement Learningby Jonathan Light, Yuanzhe Liu, Ziniu HuFirst submitted to arxiv…
A Method for Fast Autonomy Transfer in Reinforcement Learningby Dinuka Sahabandu, Bhaskar Ramasubramanian, Michail Alexiou,…
Boosting Efficiency in Task-Agnostic Exploration through Causal Knowledgeby Yupei Yang, Biwei Huang, Shikui Tu, Lei…