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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents IJCAI 2024
RePALM: Popular Quote Tweet Generation via Auto-Response Augmentation ACL 2024
TARN-VIST: Topic Aware Reinforcement Network for Visual Storytelling COLING 2024
Subequivariant Graph Reinforcement Learning in 3D Environments ICML 2023
Local Explanations for Reinforcement Learning AAAI 2023
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines ICML 2023
Off-Policy Proximal Policy Optimization AAAI 2023
The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications AAAI 2023
The Regret of Exploration and the Control of Bad Episodes in Reinforcement Learning ICML 2023
Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination AAAI 2023
StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes ICML 2023
Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs AAAI 2023
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning AAAI 2023
Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories AAAI 2023
Explaining Reinforcement Learning with Shapley Values ICML 2023
Let Graph Be the Go Board: Gradient-Free Node Injection Attack for Graph Neural Networks via Reinforcement Learning AAAI 2023
Scalable Spatial Memory for Scene Rendering and Navigation AAAI 2023
Hybrid Learning with New Value Function for the Maximum Common Induced Subgraph Problem AAAI 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023
Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction AAAI 2023
Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular Graphs AAAI 2023
A Machine with Short-Term, Episodic, and Semantic Memory Systems AAAI 2023
Be Selfish, But Wisely: Investigating the Impact of Agent Personality in Mixed-Motive Human-Agent Interactions EMNLP 2023
Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023
Policy-Independent Behavioral Metric-Based Representation for Deep Reinforcement Learning AAAI 2023