conftrace_

trust region

35 papers

Explore in graph

Co-occurring keywords

policy optimization (657) reinforcement learning (4352) policy gradient (520) trust region method (14) proximal policy optimization (123) bayesian optimization (624) energy minimization (121) variational inference (2069) experience replay (99) trust region optimization (12)

Papers

Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian Optimization AAAI 2025
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO NIPS 2024
Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning NIPS 2024
An Implicit Trust Region Approach to Behavior Regularized Offline Reinforcement Learning AAAI 2024
BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024
Inversion-based Latent Bayesian Optimization NIPS 2024
Off-Agent Trust Region Policy Optimization IJCAI 2024
RoPINN: Region Optimized Physics-Informed Neural Networks NIPS 2024
VISA: Variational Inference with Sequential Sample-Average Approximations NIPS 2024
Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints NIPS 2023
Discovering Many Diverse Solutions with Bayesian Optimization AISTATS 2023
Local Latent Space Bayesian Optimization over Structured Inputs NIPS 2022
Constrained Variational Policy Optimization for Safe Reinforcement Learning ICML 2022
Learning to Constrain Policy Optimization with Virtual Trust Region NIPS 2022
An Analytical Update Rule for General Policy Optimization ICML 2022
TrustMAE: A Noise-Resilient Defect Classification Framework Using Memory-Augmented Auto-Encoders With Trust Regions WACV 2021
Average-Reward Reinforcement Learning with Trust Region Methods IJCAI 2021
Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach AAAI 2021
Optimistic Policy Optimization with Bandit Feedback ICML 2020
Constrained Markov Decision Processes via Backward Value Functions ICML 2020
Trust-Region Variational Inference with Gaussian Mixture Models JMLR 2020
Convex optimization based on global lower second-order models NIPS 2020
Off-Policy Actor-Critic with Shared Experience Replay ICML 2020
Remember and Forget for Experience Replay ICML 2019
Trust Region-Guided Proximal Policy Optimization NIPS 2019