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Delightful Policy Gradient
Arxiv
0+阅读 · 3月15日
Deterministic Policy Gradient for Reinforcement Learning with Continuous Time and State
Arxiv
0+阅读 · 3月16日
Policy Gradient Algorithms in Average-Reward Multichain MDPs
Arxiv
0+阅读 · 2月20日
Rethinking Policy Diversity in Ensemble Policy Gradient in Large-Scale Reinforcement Learning
Arxiv
0+阅读 · 3月2日
Taming the Adversary: Stable Minimax Deep Deterministic Policy Gradient via Fractional Objectives
Taming the Adversary: Stable Minimax Deep Deterministic Policy Gradient via Fractional Objectives
Arxiv
0+阅读 · 3月12日
Descent-Guided Policy Gradient for Scalable Cooperative Multi-Agent Learning
Arxiv
0+阅读 · 2月23日
Cooperative Game-Theoretic Credit Assignment for Multi-Agent Policy Gradients via the Core
Arxiv
0+阅读 · 3月10日
Demystifying Group Relative Policy Optimization: Its Policy Gradient is a U-Statistic
Arxiv
0+阅读 · 3月3日
On the Design of KL-Regularized Policy Gradient Algorithms for LLM Reasoning
Arxiv
0+阅读 · 2月19日
Stable Asynchrony: Variance-Controlled Off-Policy RL for LLMs
Stable Asynchrony: Variance-Controlled Off-Policy RL for LLMs
Arxiv
0+阅读 · 2月19日
Shrinking the Variance: Shrinkage Baselines for Reinforcement Learning with Verifiable Rewards
Arxiv
0+阅读 · 2月18日
ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control
Arxiv
0+阅读 · 2月17日
Policy Gradients for Cumulative Prospect Theory in Reinforcement Learning
Arxiv
0+阅读 · 2月17日
Rank-1 Approximation of Inverse Fisher for Natural Policy Gradients in Deep Reinforcement Learning
Arxiv
0+阅读 · 2月8日
Rank-1 Approximation of Inverse Fisher for Natural Policy Gradients in Deep Reinforcement Learning
Arxiv
0+阅读 · 2月11日
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