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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

ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024
Bounded robustness in reinforcement learning via lexicographic objectives L4DC 2024
Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning AAAI 2024
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning NIPS 2024
Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games AAAI 2024
An investigation of time reversal symmetry in reinforcement learning L4DC 2024
Do's and Don'ts: Learning Desirable Skills with Instruction Videos NIPS 2024
Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024
Tracking object positions in reinforcement learning: A metric for keypoint detection L4DC 2024
Robust exploration with adversary via Langevin Monte Carlo L4DC 2024
Reinforcement Learning and Data-Generation for Syntax-Guided Synthesis AAAI 2024
On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control JMLR 2024
Rating-Based Reinforcement Learning AAAI 2024
GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets EMNLP 2024
Learning to stabilize high-dimensional unknown systems using Lyapunov-guided exploration L4DC 2024
Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation EMNLP 2024
Online Control with Adversarial Disturbance for Continuous-time Linear Systems NIPS 2024
Solving Minimum-Cost Reach Avoid using Reinforcement Learning NIPS 2024
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning NIPS 2024
Variational Delayed Policy Optimization NIPS 2024
Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning EMNLP 2024
Efficient Reinforcement Learning by Discovering Neural Pathways NIPS 2024
Learning Successor Features the Simple Way NIPS 2024
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees NIPS 2024
Re3val: Reinforced and Reranked Generative Retrieval EACL 2024