← Keywords

policy optimization

630 papers

Explore in graph

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

Constrained Reinforcement Learning via Policy Splitting ACML 2020
Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance AAAI 2020
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization AAAI 2020
Empirical Likelihood for Contextual Bandits NIPS 2020
How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization NIPS 2020
Characterizing Optimal Mixed Policies: Where to Intervene and What to Observe NIPS 2020
Dynamic Regret of Policy Optimization in Non-Stationary Environments NIPS 2020
IPO: Interior-Point Policy Optimization under Constraints AAAI 2020
Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy AAAI 2020
Lifelong Learning with a Changing Action Set AAAI 2020
Constrained Markov Decision Processes via Backward Value Functions ICML 2020
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning ICML 2020
Compositional Transfer in Hierarchical Reinforcement Learning RSS 2020
Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots RSS 2020
Explicit Gradient Learning for Black-Box Optimization ICML 2020
Taylor Expansion Policy Optimization ICML 2020
Optimistic Policy Optimization with Bandit Feedback ICML 2020
A Game Theoretic Framework for Model Based Reinforcement Learning ICML 2020
Decisions, Counterfactual Explanations and Strategic Behavior NIPS 2020
Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020
A Markov Decision Process Model for Socio-Economic Systems Impacted by Climate Change ICML 2020
Efficiently Solving MDPs with Stochastic Mirror Descent ICML 2020
Adaptive Smoothing for Path Integral Control JMLR 2020
Balancing Quality and Human Involvement: An Effective Approach to Interactive Neural Machine Translation AAAI 2020
Separating value functions across time-scales ICML 2019