Methods

Learning in Markov games: Can we exploit a general-sum opponent? UAI 2022 Learning Interpretable, High-Performing Policies for Autonomous Driving RSS 2022 Learning Long-Term Crop Management Strategies with CyclesGym NeurIPS 2022 Learning Long-Term Reward Redistribution via Randomized Return Decomposition ICLR 2022 Learning more skills through optimistic exploration ICLR 2022 Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning NeurIPS 2022 Learning Object-Oriented Dynamics for Planning from Text ICLR 2022 Learning Options via Compression NeurIPS 2022 Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning ACML 2022 Learning Pseudometric-based Action Representations for Offline Reinforcement Learning ICML 2022 Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NeurIPS 2022 Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization AAAI 2022 Learning Stochastic Shortest Path with Linear Function Approximation ICML 2022 Learning Synthetic Environments and Reward Networks for Reinforcement Learning ICLR 2022 Learning to Attack Federated Learning: A Model-based Reinforcement Learning Attack Framework NeurIPS 2022 Learning to Constrain Policy Optimization with Virtual Trust Region NeurIPS 2022 Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees L4DC 2022 Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity CoRL 2022 Learning to Mitigate AI Collusion on Economic Platforms NeurIPS 2022 Learning to Search in Local Branching AAAI 2022 Learning to Share in Networked Multi-Agent Reinforcement Learning NeurIPS 2022 Learning to Walk with Dual Agents for Knowledge Graph Reasoning AAAI 2022 Learning Transferable Reward for Query Object Localization with Policy Adaptation ICLR 2022 Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium NeurIPS 2022 Learning Value Functions from Undirected State-only Experience ICLR 2022