Methods

Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise UAI 2020 Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation AISTATS 2020 Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise COLT 2020 Finite-Time Error Bounds for Biased Stochastic Approximation with Applications to Q-Learning AISTATS 2020 f-IRL: Inverse Reinforcement Learning via State Marginal Matching CoRL 2020 Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning AAAI 2020 FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs NeurIPS 2020 Flexible and Efficient Long-Range Planning Through Curious Exploration ICML 2020 Flow-based Intrinsic Curiosity Module IJCAI 2020 Forethought and Hindsight in Credit Assignment NeurIPS 2020 Frequentist Regret Bounds for Randomized Least-Squares Value Iteration AISTATS 2020 From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning AAAI 2020 From Importance Sampling to Doubly Robust Policy Gradient ICML 2020 From pixels to legs: Hierarchical learning of quadruped locomotion CoRL 2020 Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction NeurIPS 2020 Gamma-Nets: Generalizing Value Estimation over Timescale AAAI 2020 Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning AAAI 2020 Generalization to New Actions in Reinforcement Learning ICML 2020 Generalized Hindsight for Reinforcement Learning NeurIPS 2020 Generalized Mean Estimation in Monte-Carlo Tree Search IJCAI 2020 Generalized Representation Learning Methods for Deep Reinforcement Learning IJCAI 2020 Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots RSS 2020 Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning NeurIPS 2020 Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020 Generating Persona Consistent Dialogues by Exploiting Natural Language Inference AAAI 2020