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Reinforcement Learning

767 directly classified papers

Papers per year

Papers

Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs AAAI 2025
Omega-Regular Decision Processes AAAI 2024
Assume-Guarantee Reinforcement Learning AAAI 2024
π-Light: Programmatic Interpretable Reinforcement Learning for Resource-Limited Traffic Signal Control AAAI 2024
A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning AISTATS 2024
Handling Long and Richly Constrained Tasks through Constrained Hierarchical Reinforcement Learning AAAI 2024
What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction AAAI 2024
Learn How to See: Collaborative Embodied Learning for Object Detection and Camera Adjusting AAAI 2024
P2BPO: Permeable Penalty Barrier-Based Policy Optimization for Safe RL AAAI 2024
Safeguarded Progress in Reinforcement Learning: Safe Bayesian Exploration for Control Policy Synthesis AAAI 2024
Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation AAAI 2024
Human-Guided Moral Decision Making in Text-Based Games AAAI 2024
LIRE: listwise reward enhancement for preference alignment ACL 2024
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ACL 2024
Focus-Then-Decide: Segmentation-Assisted Reinforcement Learning AAAI 2024
Towards Better Question Generation in QA-based Event Extraction ACL 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning AAAI 2024
Sustainability of Data Center Digital Twins with Reinforcement Learning AAAI 2024
The CoachAI Badminton Environment: Bridging the Gap between a Reinforcement Learning Environment and Real-World Badminton Games AAAI 2024
Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data AAAI 2024
Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024
Deep Reinforcement Learning for Communication Networks AAAI 2024
Navigating Uncertainty in Epidemic Contexts with Reinforcement Learning AAAI 2024
Virtual Action Actor-Critic Framework for Exploration (Student Abstract) AAAI 2024
Actor Prioritized Experience Replay (Abstract Reprint) AAAI 2024