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reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Recurrent Reinforcement Learning with Memoroids NIPS 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning AAAI 2024
Learning Dynamic Mechanisms in Unknown Environments: A Reinforcement Learning Approach JMLR 2024
Learning Regularized Graphon Mean-Field Games with Unknown Graphons JMLR 2024
Sustainability of Data Center Digital Twins with Reinforcement Learning AAAI 2024
Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024
Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024
RePALM: Popular Quote Tweet Generation via Auto-Response Augmentation ACL 2024
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning NIPS 2024
Reward Certification for Policy Smoothed Reinforcement Learning AAAI 2024
MANDREL: Modular Reinforcement Learning Pipelines for Material Discovery AAAI 2024
Scaling Offline Evaluation of Reinforcement Learning Agents through Abstraction AAAI 2024
Multi-world Model in Continual Reinforcement Learning AAAI 2024
Assume-Guarantee Reinforcement Learning AAAI 2024
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting NIPS 2024
Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024
Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data AAAI 2024
Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles AAAI 2024
The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract) AAAI 2024
Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning AAAI 2024
Limited Query Graph Connectivity Test AAAI 2024
No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning AAAI 2024
Coordination of Emergent Demand Changes via Value-Based Negotiation for Supply Chain Management (Student Abstract) AAAI 2024
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation AAAI 2024
MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization IJCAI 2024