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proximal policy optimization

123 papers

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Also known as

PPO

Co-occurring keywords

reinforcement learning (4352) policy gradient (520) large language model (13587) policy optimization (657) deep reinforcement learning (903) language model (4599) reinforcement learning from human feedback (278) reward model (276) sample efficiency (472) multi-agent system (1819)

Papers

On Proximal Policy Optimization’s Heavy-tailed Gradients ICML 2021
Causal Confusion Reduction for Robust Multi-Domain Dialogue Policy INTERSPEECH 2021
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer NIPS 2021
TextGAIL: Generative Adversarial Imitation Learning for Text Generation AAAI 2021
Generalized Proximal Policy Optimization with Sample Reuse NIPS 2021
Coordinated Proximal Policy Optimization NIPS 2021
Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic NIPS 2021
Guided Exploration with Proximal Policy Optimization using a Single Demonstration ICML 2021
Nested-Wasserstein Self-Imitation Learning for Sequence Generation AISTATS 2020
A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning AISTATS 2020
An End-to-End Optimal Trade Execution Framework based on Proximal Policy Optimization IJCAI 2020
Learning Selection Strategies in Buchberger’s Algorithm ICML 2020
Stable Policy Optimization via Off-Policy Divergence Regularization UAI 2020
Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy NIPS 2019
Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space IJCAI 2019
Truly Proximal Policy Optimization UAI 2019
Energy-Efficient Slithering Gait Exploration for a Snake-Like Robot Based on Reinforcement Learning IJCAI 2019
Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning ICML 2019
Policy Optimization with Model-Based Explorations AAAI 2019
Trust Region-Guided Proximal Policy Optimization NIPS 2019
Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NIPS 2018
Self-Imitation Learning ICML 2018
Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018