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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

Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL ICML 2023
Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023
Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation ICML 2023
Hybrid Systems Neural Control with Region-of-Attraction Planner L4DC 2023
Toward Efficient Gradient-Based Value Estimation ICML 2023
Agile Catching with Whole-Body MPC and Blackbox Policy Learning L4DC 2023
Continuous Versatile Jumping Using Learned Action Residuals L4DC 2023
Regret Guarantees for Online Deep Control L4DC 2023
Towards a better understanding of representation dynamics under TD-learning ICML 2023
Hierarchical Policy Blending As Optimal Transport L4DC 2023
A Minimal Approach for Natural Language Action Space in Text-based Games CONLL 2023
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care AAAI 2023
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ACL 2023
Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals NIPS 2023
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick NIPS 2023
Enhancing Network by Reinforcement Learning and Neural Confined Local Search IJCAI 2023
The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond ICML 2023
Hindsight States: Blending Sim & Real Task Elements for Efficient Reinforcement Learning RSS 2023
Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023
User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023
Behavior Contrastive Learning for Unsupervised Skill Discovery ICML 2023
Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses ACL 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023
Triplet-Free Knowledge-Guided Response Generation ACL 2023
Generating Dialog Responses with Specified Grammatical Items for Second Language Learning ACL 2023