Reinforcement Learning

A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning AAAI 2022 A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems EMNLP 2022 ALMA: Hierarchical Learning for Composite Multi-Agent Tasks NeurIPS 2022 ALPHAPROG: Reinforcement Generation of Valid Programs for Compiler Fuzzing AAAI 2022 A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization ACL 2022 A Parametric Class of Approximate Gradient Updates for Policy Optimization ICML 2022 ASPiRe: Adaptive Skill Priors for Reinforcement Learning NeurIPS 2022 Bailando: 3D Dance Generation by Actor-Critic GPT With Choreographic Memory CVPR 2022 Behavior Transformers: Cloning k modes with one stone NeurIPS 2022 Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning ICML 2022 CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NeurIPS 2022 Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation EMNLP 2022 Compilable Neural Code Generation with Compiler Feedback ACL 2022 Composing Ci with Reinforced Non-autoregressive Text Generation EMNLP 2022 Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems AAAI 2022 Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting AAAI 2022 Contrastive Learning as Goal-Conditioned Reinforcement Learning NeurIPS 2022 Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime ICML 2022 Convergent and Efficient Deep Q Learning Algorithm ICLR 2022 Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning AAAI 2022 DeepFoids: Adaptive Bio-Inspired Fish Simulation with Deep Reinforcement Learning NeurIPS 2022 Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs AAAI 2022 Deep Surrogate Assisted Generation of Environments NeurIPS 2022 DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning AAAI 2022 Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization ACL 2022