conftrace_

intrinsic reward

71 papers

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Co-occurring keywords

reinforcement learning (4352) sparse reward (141) multi-agent reinforcement learning (538) curiosity-driven exploration (21) deep reinforcement learning (903) exploration strategy (96) reward shaping (110) exploration bonus (38) mutual information (724) unsupervised reinforcement learning (15)

Papers

Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning ICML 2021
MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration ICML 2021
Exploration via State influence Modeling AAAI 2021
Sequential Generative Exploration Model for Partially Observable Reinforcement Learning AAAI 2021
Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration NIPS 2021
Adversarial Intrinsic Motivation for Reinforcement Learning NIPS 2021
Implicit Generative Modeling for Efficient Exploration ICML 2020
Learning Intrinsic Rewards as a Bi-Level Optimization Problem UAI 2020
Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards AAAI 2020
How Should an Agent Practice? AAAI 2020
Novelty Search in Representational Space for Sample Efficient Exploration NIPS 2020
Independent Skill Transfer for Deep Reinforcement Learning IJCAI 2020
What Can Learned Intrinsic Rewards Capture? ICML 2020
Intrinsic Reward Driven Imitation Learning via Generative Model ICML 2020
Stochastic Curiosity Exploration for Dialogue Systems INTERSPEECH 2020
Using Natural Language for Reward Shaping in Reinforcement Learning IJCAI 2019
Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains AAAI 2019
Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning IJCAI 2019
LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning NIPS 2019
On Learning Intrinsic Rewards for Policy Gradient Methods NIPS 2018
Curiosity-driven Exploration by Self-supervised Prediction ICML 2017