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

Time Limits in Reinforcement Learning ICML 2018

Configurable Markov Decision Processes ICML 2018

Structured Evolution with Compact Architectures for Scalable Policy Optimization ICML 2018

Policy and Value Transfer in Lifelong Reinforcement Learning ICML 2018

Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NIPS 2018

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing NIPS 2018

Policy Optimization as Wasserstein Gradient Flows ICML 2018

Policy Optimization with Demonstrations ICML 2018

Latent Space Policies for Hierarchical Reinforcement Learning ICML 2018

Clipped Action Policy Gradient ICML 2018

Scalable Bilinear Pi Learning Using State and Action Features ICML 2018

Benchmarks for reinforcement learning in mixed-autonomy traffic CORL 2018

Policy Optimization with Second-Order Advantage Information IJCAI 2018

Convergence of Value Aggregation for Imitation Learning AISTATS 2018

Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018

Actor-Critic Policy Optimization in Partially Observable Multiagent Environments NIPS 2018

Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes NIPS 2018

Policy Optimization via Importance Sampling NIPS 2018

Constrained Cross-Entropy Method for Safe Reinforcement Learning NIPS 2018

Multi-Agent Planning with Baseline Regret Minimization IJCAI 2017

Learning Models for Shared Control of Human-Machine Systems with Unknown Dynamics RSS 2017

Is the Bellman residual a bad proxy? NIPS 2017

Task-based End-to-end Model Learning in Stochastic Optimization NIPS 2017

Constrained Policy Optimization ICML 2017

Bridging the Gap Between Value and Policy Based Reinforcement Learning NIPS 2017