policy gradient

DECORE: Deep Compression With Reinforcement Learning CVPR 2022 DNA: Proximal Policy Optimization with a Dual Network Architecture NeurIPS 2022 Do Differentiable Simulators Give Better Policy Gradients? ICML 2022 Efficient Risk-Averse Reinforcement Learning NeurIPS 2022 Efficient (Soft) Q-Learning for Text Generation with Limited Good Data EMNLP 2022 Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning ACL 2022 Episodic Policy Gradient Training AAAI 2022 Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games ICLR 2022 Gradient Information Matters in Policy Optimization by Back-propagating through Model ICLR 2022 Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence ICML 2022 Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming ICLR 2022 Learning Graphon Mean Field Games and Approximate Nash Equilibria ICLR 2022 Learning to Branch with Tree MDPs NeurIPS 2022 Learning to Constrain Policy Optimization with Virtual Trust Region NeurIPS 2022 Lexicographic Multi-Objective Reinforcement Learning IJCAI 2022 Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering EMNLP 2022 MDPGT: Momentum-Based Decentralized Policy Gradient Tracking AAAI 2022 Minimax Optimal Online Imitation Learning via Replay Estimation NeurIPS 2022 Model-free Policy Learning with Reward Gradients AISTATS 2022 Multi-Agent Reinforcement Learning with General Utilities via Decentralized Shadow Reward Actor-Critic AAAI 2022 On-Policy Model Errors in Reinforcement Learning ICLR 2022 On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting NeurIPS 2022 On the convergence of policy gradient methods to Nash equilibria in general stochastic games NeurIPS 2022 On the Convergence Rates of Policy Gradient Methods JMLR 2022 On the Global Optimum Convergence of Momentum-based Policy Gradient AISTATS 2022