conftrace_

sparse reward

141 papers

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Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) intrinsic reward (71) multi-agent reinforcement learning (538) reward shaping (110) sample efficiency (472) hindsight experience replay (18) exploration strategy (96) intrinsic motivation (52) imitation learning (744)

Papers

Deep Value Model Predictive Control CORL 2019
Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing NIPS 2018
Automatic Goal Generation for Reinforcement Learning Agents ICML 2018
Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CORL 2018
Hierarchical Imitation and Reinforcement Learning ICML 2018
Policy Optimization with Demonstrations ICML 2018
Learning by Playing Solving Sparse Reward Tasks from Scratch ICML 2018
Playing hard exploration games by watching YouTube NIPS 2018
Curiosity-driven Exploration by Self-supervised Prediction ICML 2017
Hindsight Experience Replay NIPS 2017
Modular Multitask Reinforcement Learning with Policy Sketches ICML 2017
Reverse Curriculum Generation for Reinforcement Learning CORL 2017
Natural Value Approximators: Learning when to Trust Past Estimates NIPS 2017
Instance-dependent Regret Bounds for Dueling Bandits COLT 2016
Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case JMLR 2016
Unifying Count-Based Exploration and Intrinsic Motivation NIPS 2016