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policy gradient

518 papers

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Also known as

SPG A3C CPGA DPG VPG PG

Co-occurring keywords

reinforcement learning (4122) variance reduction (520) deep reinforcement learning (903) continuous control (246) sample efficiency (469) markov decision process (788) policy optimization (630) sample complexity (1158) off-policy learning (227) multi-agent reinforcement learning (534)

Papers

Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation NAACL 2021
Ad Headline Generation using Self-Critical Masked Language Model NAACL 2021
Leveraging Non-uniformity in First-order Non-convex Optimization ICML 2021
Joining datasets via data augmentation in the label space for neural networks ICML 2021
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment ICML 2021
Hindsight Trust Region Policy Optimization IJCAI 2021
Bayesian Distributional Policy Gradients AAAI 2021
Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning AAAI 2021
Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling AAAI 2021
Sample Complexity of Policy Gradient Finding Second-Order Stationary Points AAAI 2021
Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework AAAI 2021
Sample Efficient Reinforcement Learning with REINFORCE AAAI 2021
Adaptive Prior-Dependent Correction Enhanced Reinforcement Learning for Natural Language Generation AAAI 2021
Reinforcement Based Learning on Classification Task Yields Better Generalization and Adversarial Accuracy (Student Abstract) AAAI 2021
Learning Opinion Summarizers by Selecting Informative Reviews EMNLP 2021
Towards Deeper Deep Reinforcement Learning with Spectral Normalization NIPS 2021
Heuristic-Guided Reinforcement Learning NIPS 2021
Safe Pontryagin Differentiable Programming NIPS 2021
Neural optimal feedback control with local learning rules NIPS 2021
Stabilizing Dynamical Systems via Policy Gradient Methods NIPS 2021
Dr Jekyll & Mr Hyde: the strange case of off-policy policy updates NIPS 2021
Task-Agnostic Exploration via Policy Gradient of a Non-Parametric State Entropy Estimate AAAI 2021
Time Discretization-Invariant Safe Action Repetition for Policy Gradient Methods NIPS 2021
Settling the Variance of Multi-Agent Policy Gradients NIPS 2021
Coordinated Proximal Policy Optimization NIPS 2021