conftrace_

constrained policy optimization

10 papers

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Also known as

CPO

Co-occurring keywords

policy optimization (657) safety constraint (69) safe reinforcement learning (120) reinforcement learning (4352) constraint satisfaction (294) constrained optimization (281) lagrangian method (14) decentralized training (18) cumulative constraint (2) large language model alignment (23)

Papers

Proactive Constrained Policy Optimization with Preemptive Penalty AAAI 2026
One-Shot Safety Alignment for Large Language Models via Optimal Dualization NIPS 2024
Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming AAAI 2024
e-COP : Episodic Constrained Optimization of Policies NIPS 2024
Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning NIPS 2024
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems ACL 2023
Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games ACML 2023
IPO: Interior-Point Policy Optimization under Constraints AAAI 2020
Constrained Policy Improvement for Efficient Reinforcement Learning IJCAI 2020
Constrained Policy Optimization ICML 2017