conftrace_

exploration strategy

96 papers

Explore in graph

Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) regret bound (1926) sparse reward (141) markov decision process (790) continuous control (246) intrinsic reward (71) multi-armed bandit (1098) regret minimization (315) online learning (1777)

Papers

Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning AAAI 2019
Discovering Options for Exploration by Minimizing Cover Time ICML 2019
Policy Certificates: Towards Accountable Reinforcement Learning ICML 2019
Perturbed-History Exploration in Stochastic Multi-Armed Bandits IJCAI 2019
Deep Reinforcement Learning via Past-Success Directed Exploration AAAI 2019
Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains AAAI 2019
A Meta-MDP Approach to Exploration for Lifelong Reinforcement Learning NIPS 2019
Safe and Sample-Efficient Reinforcement Learning Algorithms for Factored Environments IJCAI 2019
A Strongly Asymptotically Optimal Agent in General Environments IJCAI 2019
MAME : Model-Agnostic Meta-Exploration CORL 2019
Exploration by Distributional Reinforcement Learning IJCAI 2018
Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NIPS 2018
Towards Sample Efficient Reinforcement Learning IJCAI 2018
Bayesian RL for Goal-Only Rewards CORL 2018
Learning to Explore via Meta-Policy Gradient ICML 2018
Multi-modal Predicate Identification using Dynamically Learned Robot Controllers IJCAI 2018
Meta-Reinforcement Learning of Structured Exploration Strategies NIPS 2018
Generalization and Exploration via Randomized Value Functions ICML 2016
Autonomous Exploration For Navigating In MDPs COLT 2012
Blending Autonomous Exploration and Apprenticeship Learning NIPS 2011
Multi-resolution Exploration in Continuous Spaces NIPS 2008