Effective Reward Specification in Deep Reinforcement Learning | Paper Citation Record

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Effective Reward Specification in Deep Reinforcement Learning write newline

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Effective Reward Specification in Deep Reinforcement Learning and Ng, A

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Effective Reward Specification in Deep Reinforcement Learning and Ng, A

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This paper cites K., Littman, M., Precup, D., and Singh, S.

Effective Reward Specification in Deep Reinforcement Learning K., Littman, M., Precup, D., and Singh, S

Reference 7

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This paper cites Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning.

Effective Reward Specification in Deep Reinforcement Learning Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning

Reference 11

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This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

Effective Reward Specification in Deep Reinforcement Learning Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 12

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This paper cites Solving Rubik's Cube with a Robot Hand.

Effective Reward Specification in Deep Reinforcement Learning Solving Rubik's Cube with a Robot Hand

Reference 14

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This paper cites Deep Reinforcement Learning for Navigation in AAA Video Games.

Effective Reward Specification in Deep Reinforcement Learning Deep Reinforcement Learning for Navigation in AAA Video Games

Reference 16

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Reference 17

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This paper cites A Survey of Exploration Methods in Reinforcement Learning.

Effective Reward Specification in Deep Reinforcement Learning A Survey of Exploration Methods in Reinforcement Learning

Reference 18

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Effective Reward Specification in Deep Reinforcement Learning Concrete Problems in AI Safety

Reference 19

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This paper cites Explaining Reinforcement Learning to Mere Mortals: An Empirical Study.

Effective Reward Specification in Deep Reinforcement Learning Explaining Reinforcement Learning to Mere Mortals: An Empirical Study

Reference 20

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Effective Reward Specification in Deep Reinforcement Learning P., and Zaremba, W

Reference 21

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This paper cites M., Baker, B., Chociej, M., Jozefowicz, R., McGrew, B., Pachocki, J., Petron, A., Plappert, M., Powell, G., Ray, A., et al.

Effective Reward Specification in Deep Reinforcement Learning M., Baker, B., Chociej, M., Jozefowicz, R., McGrew, B., Pachocki, J., Petron, A., Plappert, M., Powell, G., Ray, A., et al

Reference 22

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Effective Reward Specification in Deep Reinforcement Learning and Doshi, P

Reference 23

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This paper cites Accurately and Efficiently Interpreting Human-Robot Instructions of Varying Granularities.

Effective Reward Specification in Deep Reinforcement Learning Accurately and Efficiently Interpreting Human-Robot Instructions of Varying Granularities

Reference 24

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Effective Reward Specification in Deep Reinforcement Learning A General Language Assistant as a Laboratory for Alignment

Reference 25

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Effective Reward Specification in Deep Reinforcement Learning DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets

Reference 26

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 27

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Effective Reward Specification in Deep Reinforcement Learning Layer Normalization

Reference 28

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 29

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Effective Reward Specification in Deep Reinforcement Learning Learning to Understand Goal Specifications by Modelling Reward

Reference 30

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Effective Reward Specification in Deep Reinforcement Learning Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 31

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Effective Reward Specification in Deep Reinforcement Learning P., O’malley, M

Reference 32

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Effective Reward Specification in Deep Reinforcement Learning and Narayanan, S

Reference 33

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Effective Reward Specification in Deep Reinforcement Learning L., Waytowich, N

Reference 34

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Effective Reward Specification in Deep Reinforcement Learning Graph augmented Deep Reinforcement Learning in the GameRLand3D environment

Reference 35

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Effective Reward Specification in Deep Reinforcement Learning G., Candido, S., Castro, P

Reference 36

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Effective Reward Specification in Deep Reinforcement Learning A Distributional Perspective on Reinforcement Learning

Reference 37

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Effective Reward Specification in Deep Reinforcement Learning G., Naddaf, Y., Veness, J., and Bowling, M

Reference 38

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

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Effective Reward Specification in Deep Reinforcement Learning J., Tiwari, M., and Bengio, E

Reference 41

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Reference 42

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Effective Reward Specification in Deep Reinforcement Learning Dota 2 with Large Scale Deep Reinforcement Learning

Reference 43

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Effective Reward Specification in Deep Reinforcement Learning R., Paolini, G

Reference 45

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Effective Reward Specification in Deep Reinforcement Learning Value constrained model-free continuous control

Reference 46

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Effective Reward Specification in Deep Reinforcement Learning B., Shah, J., Niekum, S., Stone, P., and Allievi, A

Reference 47

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Reference 49

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Effective Reward Specification in Deep Reinforcement Learning D., Abel, D., and Dabney, W

Reference 50

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Effective Reward Specification in Deep Reinforcement Learning OpenAI Gym

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Effective Reward Specification in Deep Reinforcement Learning Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations

Reference 52

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Effective Reward Specification in Deep Reinforcement Learning H., and Vaucher, A

Reference 53

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Effective Reward Specification in Deep Reinforcement Learning Balancing Constraints and Rewards with Meta-Gradient D4PG

Reference 55

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Effective Reward Specification in Deep Reinforcement Learning u rnkranz, J., H \

Reference 59

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Effective Reward Specification in Deep Reinforcement Learning G., and Singh, S

Reference 60

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Effective Reward Specification in Deep Reinforcement Learning BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning

Reference 61

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Effective Reward Specification in Deep Reinforcement Learning and Kim, K.-E

Reference 62

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Effective Reward Specification in Deep Reinforcement Learning Lyapunov-based Safe Policy Optimization for Continuous Control

Reference 65

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Effective Reward Specification in Deep Reinforcement Learning F., Leike, J., Brown, T., Martic, M., Legg, S., and Amodei, D

Reference 66

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Effective Reward Specification in Deep Reinforcement Learning and Amodei, D

Reference 67

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Reference 68

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Effective Reward Specification in Deep Reinforcement Learning and Niekum, S

Reference 69

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Reference 70

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Effective Reward Specification in Deep Reinforcement Learning G., and Silver, D

Reference 71

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Effective Reward Specification in Deep Reinforcement Learning G., and Munos, R

Reference 72

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Effective Reward Specification in Deep Reinforcement Learning Safe Exploration in Continuous Action Spaces

Reference 73

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Effective Reward Specification in Deep Reinforcement Learning Robotic Table Tennis: A Case Study into a High Speed Learning System

Reference 74

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Reference 75

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Effective Reward Specification in Deep Reinforcement Learning and Dennis, J

Reference 76

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Reference 77

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Effective Reward Specification in Deep Reinforcement Learning and Hinton, G

Reference 78

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Reference 79

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Reference 80

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Effective Reward Specification in Deep Reinforcement Learning Off-Policy Actor-Critic

Reference 81

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 82

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Effective Reward Specification in Deep Reinforcement Learning Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation

Reference 83

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 84

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 85

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 86

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 87

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Effective Reward Specification in Deep Reinforcement Learning Adapting Auxiliary Losses Using Gradient Similarity

Reference 88

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Effective Reward Specification in Deep Reinforcement Learning J., Li, J., Paduraru, C., Gowal, S., and Hester, T

Reference 89

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Observation f2f5c98f-554d-4115-8e66-ef28c1c9709f · outbound

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Effective Reward Specification in Deep Reinforcement Learning Challenges of Real-World Reinforcement Learning

Reference 90

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 91

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 92

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 93

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Effective Reward Specification in Deep Reinforcement Learning and Schuffenhauer, A

Reference 94

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Observation 8c2c311c-7bfd-4269-bdc8-f213738306d2 · outbound

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Effective Reward Specification in Deep Reinforcement Learning and Gao, J

Reference 95

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Effective Reward Specification in Deep Reinforcement Learning Hyperbolic Discounting and Learning over Multiple Horizons

Reference 96

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Effective Reward Specification in Deep Reinforcement Learning Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation

Reference 97

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Observation c3164b18-2f78-43eb-bf76-2278eabe7854 · outbound

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Effective Reward Specification in Deep Reinforcement Learning A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models

Reference 98

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Observation d6382932-a9f2-460d-b85a-2396b92285ca · outbound

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Effective Reward Specification in Deep Reinforcement Learning Unresolved cited work

Reference 99

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Effective Reward Specification in Deep Reinforcement Learning A., de Freitas, N., and Whiteson, S

Reference 100

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