Greedy-based Value Representation for Efficient Coordination in Multi-agent Reinforcement Learning Sep 29, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Deep Inverse Reinforcement Learning via Adversarial One-Class Classification Sep 29, 2021 Classification One-Class Classification
— Unverified Interpreting Reinforcement Policies through Local Behaviors Sep 29, 2021 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Adaptive Graph Capsule Convolutional Networks Sep 29, 2021 GPU Reinforcement Learning (RL)
— Unverified Bayesian Exploration for Lifelong Reinforcement Learning Sep 29, 2021 Lifelong learning reinforcement-learning
— Unverified Deep Learning of Intrinsically Motivated Options in the Arcade Learning Environment Sep 29, 2021 Atari Games Benchmarking
— Unverified Combinatorial Reinforcement Learning Based Scheduling for DNN Execution on Edge Sep 29, 2021 Edge-computing reinforcement-learning
— Unverified Joint Self-Supervised Learning for Vision-based Reinforcement Learning Sep 29, 2021 Autonomous Driving continuous-control
— Unverified A Principled Permutation Invariant Approach to Mean-Field Multi-Agent Reinforcement Learning Sep 29, 2021 Inductive Bias Multi-agent Reinforcement Learning
— Unverified Faster Reinforcement Learning with Value Target Lower Bounding Sep 29, 2021 Atari Games continuous-control
— Unverified DSDF: Coordinated look-ahead strategy in stochastic multi-agent reinforcement learning Sep 29, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Adaptive Q-learning for Interaction-Limited Reinforcement Learning Sep 29, 2021 Offline RL Q-Learning
— Unverified DiBB: Distributing Black-Box Optimization Sep 29, 2021 Problem Decomposition Reinforcement Learning (RL)
— Unverified Closed-Loop Control of Additive Manufacturing via Reinforcement Learning Sep 29, 2021 reinforcement-learning Reinforcement Learning
— Unverified Exploring the Robustness of Distributional Reinforcement Learning against Noisy State Observations Sep 29, 2021 Distributional Reinforcement Learning reinforcement-learning
— Unverified Boosted Curriculum Reinforcement Learning Sep 29, 2021 reinforcement-learning Reinforcement Learning
— Unverified Reachability Traces for Curriculum Design in Reinforcement Learning Sep 29, 2021 reinforcement-learning Reinforcement Learning
— Unverified Text Generation with Efficient (Soft) Q-Learning Sep 29, 2021 Q-Learning Reinforcement Learning (RL)
— Unverified That Escalated Quickly: Compounding Complexity by Editing Levels at the Frontier of Agent Capabilities Sep 29, 2021 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified OVD-Explorer: A General Information-theoretic Exploration Approach for Reinforcement Learning Sep 29, 2021 MuJoCo reinforcement-learning
— Unverified Sep 29, 2021 Attribute Decision Making
— Unverified Sequential Communication in Multi-Agent Reinforcement Learning Sep 29, 2021 Decision Making Multi-agent Reinforcement Learning
— Unverified Semi-supervised Offline Reinforcement Learning with Pre-trained Decision Transformers Sep 29, 2021 D4RL Offline RL
— Unverified The Essential Elements of Offline RL via Supervised Learning Sep 29, 2021 Offline RL reinforcement-learning
— Unverified The guide and the explorer: smart agents for resource-limited iterated batch reinforcement learning Sep 29, 2021 Acrobot Model Predictive Control
— Unverified Resmax: An Alternative Soft-Greedy Operator for Reinforcement Learning Sep 29, 2021 reinforcement-learning Reinforcement Learning
— Unverified Plan Your Target and Learn Your Skills: State-Only Imitation Learning via Decoupled Policy Optimization Sep 29, 2021 Imitation Learning Reinforcement Learning (RL)
— Unverified Self-Supervised Structured Representations for Deep Reinforcement Learning Sep 29, 2021 Atari Games Deep Reinforcement Learning
— Unverified Multi-Agent Reinforcement Learning with Shared Resource in Inventory Management Sep 29, 2021 Management Multi-agent Reinforcement Learning
— Unverified Theoretical understanding of adversarial reinforcement learning via mean-field optimal control Sep 29, 2021 Generalization Bounds reinforcement-learning
— Unverified Multi-batch Reinforcement Learning via Sample Transfer and Imitation Learning Sep 29, 2021 continuous-control Continuous Control
— Unverified The Remarkable Effectiveness of Combining Policy and Value Networks in A*-based Deep RL for AI Planning Sep 29, 2021 Deep Reinforcement Learning reinforcement-learning
— Unverified Offline-Online Reinforcement Learning: Extending Batch and Online RL Sep 29, 2021 reinforcement-learning Reinforcement Learning
— Unverified P4O: Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization Sep 29, 2021 Atari Games Deep Reinforcement Learning
— Unverified Rethinking Pareto Approaches in Constrained Reinforcement Learning Sep 29, 2021 reinforcement-learning Reinforcement Learning
— Unverified Offline Pre-trained Multi-Agent Decision Transformer Sep 29, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Should I Run Offline Reinforcement Learning or Behavioral Cloning? Sep 29, 2021 Atari Games Diagnostic
— Unverified Selective Token Generation for Few-shot Language Modeling Sep 29, 2021 Data-to-Text Generation Language Modeling
— Unverified Offline Reinforcement Learning for Large Scale Language Action Spaces Sep 29, 2021 Language Modeling Language Modelling
— Unverified Task-driven Discovery of Perceptual Schemas for Generalization in Reinforcement Learning Sep 29, 2021 Deep Reinforcement Learning Object
— Unverified Targeted Environment Design from Offline Data Sep 29, 2021 Offline RL Reinforcement Learning (RL)
— Unverified Revisiting the Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning Sep 29, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Offline Reinforcement Learning with Resource Constrained Online Deployment Sep 29, 2021 D4RL Offline RL
— Unverified Towards Understanding Distributional Reinforcement Learning: Regularization, Optimization, Acceleration and Sinkhorn Algorithm Sep 29, 2021 Atari Games Distributional Reinforcement Learning
— Unverified Towards Unknown-aware Deep Q-Learning Sep 29, 2021 Deep Reinforcement Learning Out of Distribution (OOD) Detection
— Unverified Model-based Reinforcement Learning with Ensembled Model-value Expansion Sep 29, 2021 model Model-based Reinforcement Learning
— Unverified Rewardless Open-Ended Learning (ROEL) Sep 29, 2021 reinforcement-learning Reinforcement Learning
— Unverified Transformers are Meta-Reinforcement Learners Sep 29, 2021 continuous-control Continuous Control
— Unverified Triangular Dropout: Variable Network Width without Retraining Sep 29, 2021 Lifelong learning Reinforcement Learning (RL)
— Unverified MOBA: Multi-teacher Model Based Reinforcement Learning Sep 29, 2021 Decision Making Knowledge Distillation
— Unverified 