Saved in:
| Main Authors: | Guo, Zijian, Işık, İlker, Ahmad, H. M. Sabbir, Li, Wenchao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2508.01561 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SpecRLBench: A Benchmark for Generalization in Specification-Guided Reinforcement Learning
by: Guo, Zijian, et al.
Published: (2026)
by: Guo, Zijian, et al.
Published: (2026)
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning
by: Guo, Zijian, et al.
Published: (2024)
by: Guo, Zijian, et al.
Published: (2024)
Hierarchical Multi-Agent Reinforcement Learning with Control Barrier Functions for Safety-Critical Autonomous Systems
by: Ahmad, H. M. Sabbir, et al.
Published: (2025)
by: Ahmad, H. M. Sabbir, et al.
Published: (2025)
Multi-Robot Multi-Queue Control via Exhaustive Assignment Actor-Critic Learning
by: Merati, Mohammad, et al.
Published: (2026)
by: Merati, Mohammad, et al.
Published: (2026)
Subgoal-Guided Policy Heuristic Search with Learned Subgoals
by: Tuero, Jake, et al.
Published: (2025)
by: Tuero, Jake, et al.
Published: (2025)
Zero-Shot Trajectory Planning for Signal Temporal Logic Tasks
by: Liu, Ruijia, et al.
Published: (2025)
by: Liu, Ruijia, et al.
Published: (2025)
Learning Hidden Subgoals under Temporal Ordering Constraints in Reinforcement Learning
by: Xu, Duo, et al.
Published: (2024)
by: Xu, Duo, et al.
Published: (2024)
Reinforcement Learning-based Receding Horizon Control using Adaptive Control Barrier Functions for Safety-Critical Systems
by: Sabouni, Ehsan, et al.
Published: (2024)
by: Sabouni, Ehsan, et al.
Published: (2024)
Subgoal Search For Complex Reasoning Tasks
by: Czechowski, Konrad, et al.
Published: (2021)
by: Czechowski, Konrad, et al.
Published: (2021)
Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks
by: Leong, Mei Chee, et al.
Published: (2026)
by: Leong, Mei Chee, et al.
Published: (2026)
Subgoal-based Reward Shaping to Improve Efficiency in Reinforcement Learning
by: Okudo, Takato, et al.
Published: (2021)
by: Okudo, Takato, et al.
Published: (2021)
Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization
by: Liu, Fei, et al.
Published: (2024)
by: Liu, Fei, et al.
Published: (2024)
Probabilistic Subgoal Representations for Hierarchical Reinforcement learning
by: Wang, Vivienne Huiling, et al.
Published: (2024)
by: Wang, Vivienne Huiling, et al.
Published: (2024)
Pointwise-in-Time Explanation for Linear Temporal Logic Rules
by: Brindise, Noel, et al.
Published: (2023)
by: Brindise, Noel, et al.
Published: (2023)
On Zero-Shot Reinforcement Learning
by: Jeen, Scott
Published: (2025)
by: Jeen, Scott
Published: (2025)
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment
by: Zhou, Weichao, et al.
Published: (2024)
by: Zhou, Weichao, et al.
Published: (2024)
Provable Zero-Shot Generalization in Offline Reinforcement Learning
by: Wang, Zhiyong, et al.
Published: (2025)
by: Wang, Zhiyong, et al.
Published: (2025)
Transfer Reinforcement Learning in Heterogeneous Action Spaces using Subgoal Mapping
by: Sivakumar, Kavinayan P., et al.
Published: (2024)
by: Sivakumar, Kavinayan P., et al.
Published: (2024)
Rethinking Zero-Shot Time Series Classification: From Task-specific Classifiers to In-Context Inference
by: Fang, Juntao, et al.
Published: (2026)
by: Fang, Juntao, et al.
Published: (2026)
SubgoalXL: Subgoal-based Expert Learning for Theorem Proving
by: Zhao, Xueliang, et al.
Published: (2024)
by: Zhao, Xueliang, et al.
Published: (2024)
Names Don't Matter: Symbol-Invariant Transformer for Open-Vocabulary Learning
by: Işık, İlker, et al.
Published: (2026)
by: Işık, İlker, et al.
Published: (2026)
Inferring Causal Graph Temporal Logic Formulas to Expedite Reinforcement Learning in Temporally Extended Tasks
by: Aria, Hadi Partovi, et al.
Published: (2026)
by: Aria, Hadi Partovi, et al.
Published: (2026)
Zero-Shot Signal Temporal Logic Planning with Disjunctive Branch Selection in Dynamic Semantic Maps
by: Ye, Bowen, et al.
Published: (2026)
by: Ye, Bowen, et al.
Published: (2026)
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration
by: Guo, Xudong, et al.
Published: (2024)
by: Guo, Xudong, et al.
Published: (2024)
Advancing Autonomous VLM Agents via Variational Subgoal-Conditioned Reinforcement Learning
by: Wu, Qingyuan, et al.
Published: (2025)
by: Wu, Qingyuan, et al.
Published: (2025)
Strict Subgoal Execution: Reliable Long-Horizon Planning in Hierarchical Reinforcement Learning
by: Hwang, Jaebak, et al.
Published: (2025)
by: Hwang, Jaebak, et al.
Published: (2025)
Subgoal Graph-Augmented Planning for LLM-Guided Open-World Reinforcement Learning
by: Fan, Shanwei, et al.
Published: (2025)
by: Fan, Shanwei, et al.
Published: (2025)
Learning to Estimate System Specifications in Linear Temporal Logic using Transformers and Mamba
by: Işık, İlker, et al.
Published: (2024)
by: Işık, İlker, et al.
Published: (2024)
Sample-Efficient Reinforcement Learning with Temporal Logic Objectives: Leveraging the Task Specification to Guide Exploration
by: Kantaros, Yiannis, et al.
Published: (2024)
by: Kantaros, Yiannis, et al.
Published: (2024)
One Step is Enough: Multi-Agent Reinforcement Learning based on One-Step Policy Optimization for Order Dispatch on Ride-Sharing Platforms
by: Zhao, Zijian, et al.
Published: (2025)
by: Zhao, Zijian, et al.
Published: (2025)
Almost Sure Convergence of Linear Temporal Difference Learning with Arbitrary Features
by: Wang, Jiuqi, et al.
Published: (2024)
by: Wang, Jiuqi, et al.
Published: (2024)
Finite Sample Analysis of Linear Temporal Difference Learning with Arbitrary Features
by: Xie, Zixuan, et al.
Published: (2025)
by: Xie, Zixuan, et al.
Published: (2025)
Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications
by: Wang, Jun, et al.
Published: (2023)
by: Wang, Jun, et al.
Published: (2023)
Control Synthesis from Linear Temporal Logic Specifications using Model-Free Reinforcement Learning
by: Bozkurt, Alper Kamil, et al.
Published: (2019)
by: Bozkurt, Alper Kamil, et al.
Published: (2019)
Towards Robust Zero-Shot Reinforcement Learning
by: Zheng, Kexin, et al.
Published: (2025)
by: Zheng, Kexin, et al.
Published: (2025)
Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement Learning
by: Ndir, Tidiane Camaret, et al.
Published: (2024)
by: Ndir, Tidiane Camaret, et al.
Published: (2024)
DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition
by: Ren, Z. Z., et al.
Published: (2025)
by: Ren, Z. Z., et al.
Published: (2025)
Zero-Shot Reinforcement Learning via Function Encoders
by: Ingebrand, Tyler, et al.
Published: (2024)
by: Ingebrand, Tyler, et al.
Published: (2024)
Zero-Shot Reinforcement Learning Under Partial Observability
by: Jeen, Scott, et al.
Published: (2025)
by: Jeen, Scott, et al.
Published: (2025)
Enhancing Few-Shot Transfer Learning with Optimized Multi-Task Prompt Tuning through Modular Prompt Composition
by: Pouramini, Ahmad, et al.
Published: (2024)
by: Pouramini, Ahmad, et al.
Published: (2024)
Similar Items
-
SpecRLBench: A Benchmark for Generalization in Specification-Guided Reinforcement Learning
by: Guo, Zijian, et al.
Published: (2026) -
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning
by: Guo, Zijian, et al.
Published: (2024) -
Hierarchical Multi-Agent Reinforcement Learning with Control Barrier Functions for Safety-Critical Autonomous Systems
by: Ahmad, H. M. Sabbir, et al.
Published: (2025) -
Multi-Robot Multi-Queue Control via Exhaustive Assignment Actor-Critic Learning
by: Merati, Mohammad, et al.
Published: (2026) -
Subgoal-Guided Policy Heuristic Search with Learned Subgoals
by: Tuero, Jake, et al.
Published: (2025)