policy gradient

Differentiable Trust Region Layers for Deep Reinforcement Learning ICLR 2021 Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization ICLR 2021 Discovering Non-monotonic Autoregressive Orderings with Variational Inference ICLR 2021 Discovering symbolic policies with deep reinforcement learning ICML 2021 Discrete-Continuous Action Space Policy Gradient-Based Attention for Image-Text Matching CVPR 2021 Dr Jekyll & Mr Hyde: the strange case of off-policy policy updates NeurIPS 2021 Efficient Wasserstein Natural Gradients for Reinforcement Learning ICLR 2021 Encoding Human Domain Knowledge to Warm Start Reinforcement Learning AAAI 2021 Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework AAAI 2021 Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs NeurIPS 2021 Faster Policy Learning with Continuous-Time Gradients L4DC 2021 GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning AAAI 2021 Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time ICML 2021 Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime ICLR 2021 GRAC: Self-Guided and Self-Regularized Actor-Critic CoRL 2021 Heuristic-Guided Reinforcement Learning NeurIPS 2021 Hindsight Trust Region Policy Optimization IJCAI 2021 Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment IJCAI 2021 HJB-RL: Initializing Reinforcement Learning with Optimal Control Policies Applied to Autonomous Drone Racing RSS 2021 Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning EACL 2021 Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies NeurIPS 2021 Joining datasets via data augmentation in the label space for neural networks ICML 2021 Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning ICML 2021 Learning Opinion Summarizers by Selecting Informative Reviews EMNLP 2021 Learning Value Functions in Deep Policy Gradients using Residual Variance ICLR 2021