sparse reward

Exploring the Task Cooperation in Multi-goal Visual Navigation IJCAI 2019 Goal-Oriented Dialogue Policy Learning from Failures AAAI 2019 Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies ICLR 2019 Hindsight policy gradients ICLR 2019 InfoBot: Transfer and Exploration via the Information Bottleneck ICLR 2019 Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards NeurIPS 2019 Learning Actionable Representations with Goal Conditioned Policies ICLR 2019 Learning from Trajectories via Subgoal Discovery NeurIPS 2019 Learning Self-Imitating Diverse Policies ICLR 2019 Learning to Generalize from Sparse and Underspecified Rewards ICML 2019 MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning AAAI 2019 Mapping State Space using Landmarks for Universal Goal Reaching NeurIPS 2019 NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning ICLR 2019 Obstacle Tower: A Generalization Challenge in Vision, Control, and Planning IJCAI 2019 Playing Card-Based RTS Games with Deep Reinforcement Learning IJCAI 2019 Policy Continuation with Hindsight Inverse Dynamics NeurIPS 2019 Search on the Replay Buffer: Bridging Planning and Reinforcement Learning NeurIPS 2019 Tackling Sparse Rewards in Real-Time Games with Statistical Forward Planning Methods AAAI 2019 Automatic Goal Generation for Reinforcement Learning Agents ICML 2018 Hierarchical Imitation and Reinforcement Learning ICML 2018 Learning by Playing Solving Sparse Reward Tasks from Scratch ICML 2018 Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing NeurIPS 2018 Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CoRL 2018 Playing hard exploration games by watching YouTube NeurIPS 2018 Policy Optimization with Demonstrations ICML 2018