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reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Probabilistic Inference in Reinforcement Learning Done Right NIPS 2023
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NIPS 2023
Continual Learning for Instruction Following from Realtime Feedback NIPS 2023
SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning ICML 2023
State Regularized Policy Optimization on Data with Dynamics Shift NIPS 2023
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning NIPS 2023
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control NIPS 2023
Fast Bellman Updates for Wasserstein Distributionally Robust MDPs NIPS 2023
A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence NIPS 2023
Towards a better understanding of representation dynamics under TD-learning ICML 2023
Learning World Models with Identifiable Factorization NIPS 2023
Learning to Modulate pre-trained Models in RL NIPS 2023
Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning NIPS 2023
Diverse Conventions for Human-AI Collaboration NIPS 2023
Prioritizing Samples in Reinforcement Learning with Reducible Loss NIPS 2023
Online Nonstochastic Model-Free Reinforcement Learning NIPS 2023
Information Design in Multi-Agent Reinforcement Learning NIPS 2023
User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023
Jump-Start Reinforcement Learning ICML 2023
SelfTune: Tuning Cluster Managers NSDI 2023
Belief Projection-Based Reinforcement Learning for Environments with Delayed Feedback NIPS 2023
Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping NIPS 2023
Rewiring Neurons in Non-Stationary Environments NIPS 2023
Compositional Policy Learning in Stochastic Control Systems with Formal Guarantees NIPS 2023
ScriptWorld: Text Based Environment for Learning Procedural Knowledge IJCAI 2023