Reinforcement Learning

Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning ICML 2023 FlowPG: Action-constrained Policy Gradient with Normalizing Flows NeurIPS 2023 Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery AAAI 2023 FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation ICLR 2023 fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation AAAI 2023 Formally Verified Solution Methods for Markov Decision Processes AAAI 2023 For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal ICML 2023 For SALE: State-Action Representation Learning for Deep Reinforcement Learning NeurIPS 2023 f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences NeurIPS 2023 Fractal Landscapes in Policy Optimization NeurIPS 2023 Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning CVPR 2023 Full Gradient Deep Reinforcement Learning for Average-Reward Criterion L4DC 2023 Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves IJCAI 2023 FurnitureBench: Reproducible Real-World Benchmark for Long-Horizon Complex Manipulation RSS 2023 Fusing Pre-Trained Language Models With Multimodal Prompts Through Reinforcement Learning CVPR 2023 Future-conditioned Unsupervised Pretraining for Decision Transformer ICML 2023 Future-Dependent Value-Based Off-Policy Evaluation in POMDPs NeurIPS 2023 Gait design for limbless obstacle aided locomotion using geometric mechanics RSS 2023 GAIT: Generating Aesthetic Indoor Tours with Deep Reinforcement Learning ICCV 2023 Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-per-Second CVPR 2023 GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models ICML 2023 Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities CoRL 2023 Generalized Weighted Path Consistency for Mastering Atari Games NeurIPS 2023 General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence NeurIPS 2023 Generating Behaviorally Diverse Policies with Latent Diffusion Models NeurIPS 2023