conftrace_

exploration bonus

38 papers

Explore in graph

Co-occurring keywords

reinforcement learning (4352) intrinsic reward (71) sparse reward (141) count-based exploration (7) regret bound (1926) intrinsic motivation (52) function approximation (319) value iteration (162) sample complexity (1169) sample efficiency (472)

Papers

IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL IJCAI 2020
Flow-based Intrinsic Curiosity Module IJCAI 2020
Count-Based Exploration with the Successor Representation AAAI 2020
Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes NIPS 2020
Curiosity-Bottleneck: Exploration By Distilling Task-Specific Novelty ICML 2019
Distributional Reinforcement Learning for Efficient Exploration ICML 2019
Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs NIPS 2019
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning NIPS 2017
Count-Based Exploration with Neural Density Models ICML 2017
Minimax Regret Bounds for Reinforcement Learning ICML 2017
VIME: Variational Information Maximizing Exploration NIPS 2016
Unifying Count-Based Exploration and Intrinsic Motivation NIPS 2016
Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress NIPS 2012