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policy optimization

630 papers

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Also known as

GRPO POLO MAPO PO PPO

Co-occurring keywords

reinforcement learning (4122) markov decision process (788) offline reinforcement learning (492) deep reinforcement learning (903) model-based reinforcement learning (415) large language model (12755) safe reinforcement learning (119) policy learning (699) value function (294) regret bound (1918)

Papers

Variational Delayed Policy Optimization NIPS 2024
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization NIPS 2024
Self-Modifying State Modeling for Simultaneous Machine Translation ACL 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024
Generalized Linear Bandits with Limited Adaptivity NIPS 2024
SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent EMNLP 2024
Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms ICML 2024
Belief-State Query Policies for User-Aligned POMDPs NIPS 2024
Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints IJCAI 2024
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles IJCAI 2024
Fine-Tuning Language Models with Reward Learning on Policy NAACL 2024
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning NIPS 2024
Distributional Multi-Objective Decision Making IJCAI 2023
An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination NIPS 2023
Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization ICML 2023
On Controller Reduction in Linear Quadratic Gaussian Control with Performance Bounds L4DC 2023
Aligning Large Language Models through Synthetic Feedback EMNLP 2023
Optimal Decision Tree Policies for Markov Decision Processes IJCAI 2023
A Rigorous Risk-aware Linear Approach to Extended Markov Ratio Decision Processes with Embedded Learning IJCAI 2023
Tuning Computer Vision Models With Task Rewards ICML 2023
Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning ICML 2023
Adaptation Augmented Model-based Policy Optimization JMLR 2023
Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees AISTATS 2023
Levin Tree Search with Context Models IJCAI 2023
PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction AAAI 2023