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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
Searching for Programmatic Policies in Semantic Spaces IJCAI 2024
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation NIPS 2024
ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR INTERSPEECH 2024
Graph Contrastive Learning with Reinforcement Augmentation IJCAI 2024
Applying Reinforcement Learning and Multi-Generators for Stage Transition in an Emotional Support Dialogue System INTERSPEECH 2024
Isometric Neural Machine Translation using Phoneme Count Ratio Reward-based Reinforcement Learning NAACL 2024
DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization AAAI 2024
Semantic-Preserving Adversarial Example Attack against BERT NAACL 2024
Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs NIPS 2024
Reinforced Multiple Instance Selection for Speaker Attribute Prediction NAACL 2024
Towards Healthy AI: Large Language Models Need Therapists Too NAACL 2024
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together NAACL 2024
Keep it Private: Unsupervised Privatization of Online Text NAACL 2024
AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback NAACL 2024
Reinforcement Learning for Edit-Based Non-Autoregressive Neural Machine Translation NAACL 2024
An Automatic Prompt Generation System for Tabular Data Tasks NAACL 2024
LeDex: Training LLMs to Better Self-Debug and Explain Code NIPS 2024
Removing RLHF Protections in GPT-4 via Fine-Tuning NAACL 2024
AGILE: A Novel Reinforcement Learning Framework of LLM Agents NIPS 2024
DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024
FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model EACL 2024
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory NIPS 2024
Re3val: Reinforced and Reranked Generative Retrieval EACL 2024
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation NIPS 2024