policy gradient

Acquiring Diverse Skills using Curriculum Reinforcement Learning with Mixture of Experts ICML 2024 Actor Prioritized Experience Replay (Abstract Reprint) AAAI 2024 Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate ICML 2024 Adaptive Labeling for Efficient Out-of-distribution Model Evaluation NeurIPS 2024 Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation ICLR 2024 AGILE: A Novel Reinforcement Learning Framework of LLM Agents NeurIPS 2024 A large deviations perspective on policy gradient algorithms L4DC 2024 AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NeurIPS 2024 A Policy Gradient Method for Confounded POMDPs ICLR 2024 Augmented Bayesian Policy Search ICLR 2024 Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods ICLR 2024 Blending Imitation and Reinforcement Learning for Robust Policy Improvement ICLR 2024 Building Socially-Equitable Public Models ICML 2024 CALE: Continuous Arcade Learning Environment NeurIPS 2024 Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases ICML 2024 Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming AAAI 2024 Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024 Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers NeurIPS 2024 Deep Reinforcement Learning for Modelling Protein Complexes ICLR 2024 Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024 Differentiable Quantum Computing for Large-scale Linear Control NeurIPS 2024 DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning NeurIPS 2024 Do Transformer World Models Give Better Policy Gradients? ICML 2024 Efficient Reinforcement Learning for Routing Jobs in Heterogeneous Queueing Systems AISTATS 2024 Enhancing Policy Gradient Algorithms with Search in Imperfect Information Games IJCAI 2024