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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

ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024
Implicit Curriculum in Procgen Made Explicit NIPS 2024
Reinforcement Learning based Data Augmentation for Noise Robust Speech Emotion Recognition INTERSPEECH 2024
Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction EMNLP 2024
Searching for Programmatic Policies in Semantic Spaces IJCAI 2024
Graph Contrastive Learning with Reinforcement Augmentation IJCAI 2024
GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation NIPS 2024
Graph Diffusion Policy Optimization NIPS 2024
Semantic-Preserving Adversarial Example Attack against BERT NAACL 2024
Keep it Private: Unsupervised Privatization of Online Text NAACL 2024
Reinforcement Learning for Edit-Based Non-Autoregressive Neural Machine Translation NAACL 2024
Using Unity to Help Solve Reinforcement Learning NIPS 2024
Isometric Neural Machine Translation using Phoneme Count Ratio Reward-based Reinforcement Learning NAACL 2024
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions NIPS 2024
Predicting Future Actions of Reinforcement Learning Agents NIPS 2024
REBEL: Reinforcement Learning via Regressing Relative Rewards NIPS 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback NIPS 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM COLING 2024
EgoGen: An Egocentric Synthetic Data Generator CVPR 2024
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning NIPS 2024
Pearl: A Production-Ready Reinforcement Learning Agent JMLR 2024
The CoachAI Badminton Environment: Bridging the Gap between a Reinforcement Learning Environment and Real-World Badminton Games AAAI 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning AAAI 2024
MANDREL: Modular Reinforcement Learning Pipelines for Material Discovery AAAI 2024
Multi-world Model in Continual Reinforcement Learning AAAI 2024