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

Tight Guarantees for Interactive Decision Making with the Decision-Estimation Coefficient COLT 2023

Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control NIPS 2023

Exponential Hardness of Reinforcement Learning with Linear Function Approximation COLT 2023

Prioritizing Samples in Reinforcement Learning with Reducible Loss NIPS 2023

Online Nonstochastic Model-Free Reinforcement Learning NIPS 2023

Stochastic Generative Flow Networks UAI 2023

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning INTERSPEECH 2023

Information Design in Multi-Agent Reinforcement Learning NIPS 2023

A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence NIPS 2023

DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models NIPS 2023

Belief Projection-Based Reinforcement Learning for Environments with Delayed Feedback NIPS 2023

Learning from Active Human Involvement through Proxy Value Propagation NIPS 2023

Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping NIPS 2023

A Game of Bundle Adjustment - Learning Efficient Convergence ICCV 2023

The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond ICML 2023

Distributional Offline Policy Evaluation with Predictive Error Guarantees ICML 2023

Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback NIPS 2023

Diverse Conventions for Human-AI Collaboration NIPS 2023

Learning World Models with Identifiable Factorization NIPS 2023

Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings ICML 2023

Multi-Environment Pretraining Enables Transfer to Action Limited Datasets ICML 2023

Eventual Discounting Temporal Logic Counterfactual Experience Replay ICML 2023

PPG Reloaded: An Empirical Study on What Matters in Phasic Policy Gradient ICML 2023

Dexterous Functional Grasping CORL 2023

SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models ICML 2023