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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

Reinforcement Learning with Convex Constraints NIPS 2019
Semi-Parametric Efficient Policy Learning with Continuous Actions NIPS 2019
A Divergence Minimization Perspective on Imitation Learning Methods CORL 2019
Learning Fairness in Multi-Agent Systems NIPS 2019
DAC: The Double Actor-Critic Architecture for Learning Options NIPS 2019
Recurrent Existence Determination Through Policy Optimization IJCAI 2019
Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent IJCAI 2019
When to Trust Your Model: Model-Based Policy Optimization NIPS 2019
From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization NIPS 2019
Constrained Reinforcement Learning Has Zero Duality Gap NIPS 2019
Unified Policy Optimization for Robust Reinforcement Learning ACML 2019
Riemannian Motion Policy Fusion through Learnable Lyapunov Function Reshaping CORL 2019
Contextual bandits with continuous actions: Smoothing, zooming, and adapting COLT 2019
Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning ICML 2019
The Value Function Polytope in Reinforcement Learning ICML 2019
Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services AAAI 2019
Provably Robust Blackbox Optimization for Reinforcement Learning CORL 2019
Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift AAAI 2019
Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019
Divergence-Augmented Policy Optimization NIPS 2019
Convergent Policy Optimization for Safe Reinforcement Learning NIPS 2019
Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning NIPS 2019
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019
Understanding the Impact of Entropy on Policy Optimization ICML 2019
Variational BEJG Solvers for Marginal-MAP Inference with Accurate Approximation of B-Conditional Entropy AAAI 2019