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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

Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering EMNLP 2024
Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration NIPS 2024
Large Language Model-based Human-Agent Collaboration for Complex Task Solving EMNLP 2024
Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media EMNLP 2024
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NIPS 2024
Preference-Guided Reflective Sampling for Aligning Language Models EMNLP 2024
Finite-time complexity of incremental policy gradient methods for solving multi-task reinforcement learning L4DC 2024
QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis EMNLP 2024
Towards Aligning Language Models with Textual Feedback EMNLP 2024
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning NIPS 2024
PDE control gym: A benchmark for data-driven boundary control of partial differential equations L4DC 2024
Enhancing Language Model Alignment: A Confidence-Based Approach to Label Smoothing EMNLP 2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024
UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models EMNLP 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NIPS 2024
Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction EMNLP 2024
Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models ACL 2024
Reinforcement Learning with Lookahead Information NIPS 2024
Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models EMNLP 2024
DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024
ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024
Automated Design of Affine Maximizer Mechanisms in Dynamic Settings AAAI 2024
Task Planning for Object Rearrangement in Multi-Room Environments AAAI 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards ACL 2024
Do's and Don'ts: Learning Desirable Skills with Instruction Videos NIPS 2024