conftrace_

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

FanoutNet: A Neuralized PCB Fanout Automation Method Using Deep Reinforcement Learning AAAI 2023
Off-Policy Proximal Policy Optimization AAAI 2023
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks NIPS 2023
Gradient Informed Proximal Policy Optimization NIPS 2023
Policy Optimization for Continuous Reinforcement Learning NIPS 2023
Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning NIPS 2023
A Theoretical Analysis of Optimistic Proximal Policy Optimization in Linear Markov Decision Processes NIPS 2023
SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model ACL 2023
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves IJCAI 2023
CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving AAAI 2022
RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation WACV 2022
Model-free Policy Learning with Reward Gradients AISTATS 2022
PerfectDou: Dominating DouDizhu with Perfect Information Distillation NIPS 2022
Batch size-invariance for policy optimization NIPS 2022
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning MIDL 2022
DNA: Proximal Policy Optimization with a Dual Network Architecture NIPS 2022
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games NIPS 2022
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter AAAI 2022
Automatic planning of liver tumor thermal ablation using deep reinforcement learning MIDL 2022
What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator AAAI 2022
Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments ICML 2022
Multi-Constraint Deep Reinforcement Learning for Smooth Action Control IJCAI 2022
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble IJCAI 2022
A Parametric Class of Approximate Gradient Updates for Policy Optimization ICML 2022
Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm NIPS 2022